Pandas profiling report

Dataset statistics

Number of variables	25
Number of observations	45376
Missing cells	156473
Missing cells (%)	13.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.7 MiB
Average record size in memory	200.0 B

Variable types

Numeric	10
Categorical	15

Alerts

`original_language` has a high cardinality: 89 distinct values	High cardinality
`overview` has a high cardinality: 44232 distinct values	High cardinality
`release_date` has a high cardinality: 17333 distinct values	High cardinality
`tagline` has a high cardinality: 20269 distinct values	High cardinality
`title` has a high cardinality: 42196 distinct values	High cardinality
`name_collection` has a high cardinality: 1695 distinct values	High cardinality
`id_genres` has a high cardinality: 4064 distinct values	High cardinality
`name_genres` has a high cardinality: 4064 distinct values	High cardinality
`id_production` has a high cardinality: 22702 distinct values	High cardinality
`name_production` has a high cardinality: 22667 distinct values	High cardinality
`id_countrie` has a high cardinality: 2388 distinct values	High cardinality
`name_countrie` has a high cardinality: 2388 distinct values	High cardinality
`id_language` has a high cardinality: 1930 distinct values	High cardinality
`name_language` has a high cardinality: 1841 distinct values	High cardinality
`Unnamed: 0` is highly overall correlated with `id`	High correlation
`budget` is highly overall correlated with `revenue` and 1 other fields	High correlation
`id` is highly overall correlated with `Unnamed: 0`	High correlation
`revenue` is highly overall correlated with `budget` and 1 other fields	High correlation
`return` is highly overall correlated with `budget` and 1 other fields	High correlation
`original_language` is highly imbalanced (67.4%)	Imbalance
`status` is highly imbalanced (97.0%)	Imbalance
`id_countrie` is highly imbalanced (57.7%)	Imbalance
`name_countrie` is highly imbalanced (57.7%)	Imbalance
`id_language` is highly imbalanced (61.9%)	Imbalance
`name_language` is highly imbalanced (62.0%)	Imbalance
`overview` has 941 (2.1%) missing values	Missing
`tagline` has 24978 (55.0%) missing values	Missing
`id_collection` has 40888 (90.1%) missing values	Missing
`name_collection` has 40888 (90.1%) missing values	Missing
`id_genres` has 2384 (5.3%) missing values	Missing
`name_genres` has 2384 (5.3%) missing values	Missing
`id_production` has 11796 (26.0%) missing values	Missing
`name_production` has 11796 (26.0%) missing values	Missing
`id_countrie` has 6211 (13.7%) missing values	Missing
`name_countrie` has 6211 (13.7%) missing values	Missing
`id_language` has 3768 (8.3%) missing values	Missing
`name_language` has 3891 (8.6%) missing values	Missing
`popularity` is highly skewed (γ1 = 29.21506573)	Skewed
`return` is highly skewed (γ1 = 138.3295261)	Skewed
`Unnamed: 0` is uniformly distributed	Uniform
`overview` is uniformly distributed	Uniform
`tagline` is uniformly distributed	Uniform
`title` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`budget` has 36490 (80.4%) zeros	Zeros
`revenue` has 37969 (83.7%) zeros	Zeros
`runtime` has 1535 (3.4%) zeros	Zeros
`vote_average` has 2947 (6.5%) zeros	Zeros
`return` has 39995 (88.1%) zeros	Zeros

Reproduction

Analysis started	2023-05-13 19:20:17.532822
Analysis finished	2023-05-13 19:21:05.677397
Duration	48.14 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	45376
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22687.5

Minimum	0
Maximum	45375
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2268.75
Q1	11343.75
median	22687.5
Q3	34031.25
95-th percentile	43106.25
Maximum	45375
Range	45375
Interquartile range (IQR)	22687.5

Descriptive statistics

Standard deviation	13099.067
Coefficient of variation (CV)	0.57736936
Kurtosis	-1.2
Mean	22687.5
Median Absolute Deviation (MAD)	11344
Skewness	0
Sum	1.029468 × 10⁹
Variance	1.7158556 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
30222	1	< 0.1%
30246	1	< 0.1%
30247	1	< 0.1%
30248	1	< 0.1%
30249	1	< 0.1%
30250	1	< 0.1%
30251	1	< 0.1%
30252	1	< 0.1%
30253	1	< 0.1%
Other values (45366)	45366	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
45375	1	< 0.1%
45374	1	< 0.1%
45373	1	< 0.1%
45372	1	< 0.1%
45371	1	< 0.1%
45370	1	< 0.1%
45369	1	< 0.1%
45368	1	< 0.1%
45367	1	< 0.1%
45366	1	< 0.1%

budget
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1223
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4232604.4

Minimum	0
Maximum	3.8 × 10⁸
Zeros	36490
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	25000000
Maximum	3.8 × 10⁸
Range	3.8 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17439860
Coefficient of variation (CV)	4.1203614
Kurtosis	66.634491
Mean	4232604.4
Median Absolute Deviation (MAD)	0
Skewness	7.1183385
Sum	1.9205866 × 10¹¹
Variance	3.041487 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36490	80.4%
5000000	286	0.6%
10000000	259	0.6%
20000000	243	0.5%
2000000	242	0.5%
15000000	226	0.5%
3000000	223	0.5%
25000000	206	0.5%
1000000	197	0.4%
30000000	190	0.4%
Other values (1213)	6814	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36490	80.4%
1	25	0.1%
2	14	< 0.1%
3	9	< 0.1%
4	8	< 0.1%
5	8	< 0.1%
6	5	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
380000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
270000000	1	< 0.1%
260000000	3	< 0.1%
258000000	1	< 0.1%
255000000	1	< 0.1%
250000000	10	< 0.1%
245000000	2	< 0.1%
237000000	1	< 0.1%

id
Real number (ℝ)

Distinct	45346
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108027.1

Minimum	2
Maximum	469172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	2
5-th percentile	5348.75
Q1	26385.75
median	59857.5
Q3	156533.5
95-th percentile	357194.5
Maximum	469172
Range	469170
Interquartile range (IQR)	130147.75

Descriptive statistics

Standard deviation	112168.38
Coefficient of variation (CV)	1.0383355
Kurtosis	0.55951556
Mean	108027.1
Median Absolute Deviation (MAD)	44418.5
Skewness	1.2830689
Sum	4.9018378 × 10⁹
Variance	1.2581745 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
141971	3	< 0.1%
97995	2	< 0.1%
10991	2	< 0.1%
109962	2	< 0.1%
119916	2	< 0.1%
159849	2	< 0.1%
84198	2	< 0.1%
132641	2	< 0.1%
168538	2	< 0.1%
99080	2	< 0.1%
Other values (45336)	45355	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
469172	1	< 0.1%
468707	1	< 0.1%
468343	1	< 0.1%
467731	1	< 0.1%
465044	1	< 0.1%
464819	1	< 0.1%
464207	1	< 0.1%
464111	1	< 0.1%
463906	1	< 0.1%
463800	1	< 0.1%

original_language
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	89
Distinct (%)	0.2%
Missing	11
Missing (%)	< 0.1%
Memory size	354.6 KiB

en	32202
fr	2437
it	1528
ja	1349
de	1078
Other values (84)	6771

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	90730
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	en
2nd row	en
3rd row	en
4th row	en
5th row	en

Common Values

Value	Count	Frequency (%)
en	32202	71.0%
fr	2437	5.4%
it	1528	3.4%
ja	1349	3.0%
de	1078	2.4%
es	992	2.2%
ru	822	1.8%
hi	508	1.1%
ko	444	1.0%
zh	408	0.9%
Other values (79)	3597	7.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
en	32202	71.0%
fr	2437	5.4%
it	1528	3.4%
ja	1349	3.0%
de	1078	2.4%
es	992	2.2%
ru	822	1.8%
hi	508	1.1%
ko	444	1.0%
zh	408	0.9%
Other values (79)	3597	7.9%

Most occurring characters

Value	Count	Frequency (%)
e	34527	38.1%
n	32910	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1839	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	90730	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	34527	38.1%
n	32910	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1839	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90730	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	34527	38.1%
n	32910	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1839	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	34527	38.1%
n	32910	36.3%
r	3630	4.0%
f	2835	3.1%
i	2388	2.6%
t	2250	2.5%
a	1839	2.0%
s	1652	1.8%
j	1350	1.5%
d	1323	1.5%
Other values (16)	6026	6.6%

overview
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	44232
Distinct (%)	99.5%
Missing	941
Missing (%)	2.1%
Memory size	354.6 KiB

No overview found.	133
No Overview	7
	5
Recovering from a nail gun shot to the head and 13 months of coma, doctor Pekka Valinta starts to unravel the mystery of his past, still suffering from total amnesia.	3
No movie overview available.	3
Other values (44227)	44284

Length

Max length	1000
Median length	786
Mean length	323.29706
Min length	1

Characters and Unicode

Total characters	14365705
Distinct characters	429
Distinct categories	25 ?
Distinct scripts	13 ?
Distinct blocks	21 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44173 ?
Unique (%)	99.4%

Sample

1st row	Led by Woody, Andy's toys live happily in his room until Andy's birthday brings Buzz Lightyear onto the scene. Afraid of losing his place in Andy's heart, Woody plots against Buzz. But when circumstances separate Buzz and Woody from their owner, the duo eventually learns to put aside their differences.
2nd row	When siblings Judy and Peter discover an enchanted board game that opens the door to a magical world, they unwittingly invite Alan -- an adult who's been trapped inside the game for 26 years -- into their living room. Alan's only hope for freedom is to finish the game, which proves risky as all three find themselves running from giant rhinoceroses, evil monkeys and other terrifying creatures.
3rd row	A family wedding reignites the ancient feud between next-door neighbors and fishing buddies John and Max. Meanwhile, a sultry Italian divorcée opens a restaurant at the local bait shop, alarming the locals who worry she'll scare the fish away. But she's less interested in seafood than she is in cooking up a hot time with Max.
4th row	Cheated on, mistreated and stepped on, the women are holding their breath, waiting for the elusive "good man" to break a string of less-than-stellar lovers. Friends and confidants Vannah, Bernie, Glo and Robin talk it all out, determined to find a better way to breathe.
5th row	Just when George Banks has recovered from his daughter's wedding, he receives the news that she's pregnant ... and that George's wife, Nina, is expecting too. He was planning on selling their home, but that's a plan that -- like George -- will have to change with the arrival of both a grandchild and a kid of his own.

Common Values

Value	Count	Frequency (%)
No overview found.	133	0.3%
No Overview	7	< 0.1%
	5	< 0.1%
Recovering from a nail gun shot to the head and 13 months of coma, doctor Pekka Valinta starts to unravel the mystery of his past, still suffering from total amnesia.	3	< 0.1%
No movie overview available.	3	< 0.1%
A few funny little novels about different aspects of life.	3	< 0.1%
Adaptation of the Jane Austen novel.	3	< 0.1%
King Lear, old and tired, divides his kingdom among his daughters, giving great importance to their protestations of love for him. When Cordelia, youngest and most honest, refuses to idly flatter the old man in return for favor, he banishes her and turns for support to his remaining daughters. But Goneril and Regan have no love for him and instead plot to take all his power from him. In a parallel, Lear's loyal courtier Gloucester favors his illegitimate son Edmund after being told lies about his faithful son Edgar. Madness and tragedy befall both ill-starred fathers.	3	< 0.1%
Poor but happy, young Nello and his grandfather live alone, delivering milk as a livelihood, in the outskirts of Antwerp, a city in Flanders (the Flemish or Dutch-speaking part of modern-day Belgium). They discover a beaten dog (a Bouvier, a large sturdy dog native to Flanders) and adopt it and nurse it back to health, naming it Patrasche, the middle name of Nello's mother Mary, who died when Nello was very young. Nello's mother was a talented artist, and like his mother, he delights in drawing, and his friend Aloise is his model and greatest fan and supporter.	2	< 0.1%
In Zola's Paris, an ingenue arrives at a tony bordello: she's Nana, guileless, but quickly learning to use her erotic innocence to get what she wants. She's an actress for a soft-core filmmaker and soon is the most popular courtesan in Paris, parlaying this into a house, bought for her by a wealthy banker. She tosses him and takes up with her neighbor, a count of impeccable rectitude, and with the count's impressionable son. The count is soon fetching sticks like a dog and mortgaging his lands to satisfy her whims.	2	< 0.1%
Other values (44222)	44271	97.6%
(Missing)	941	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	138082	5.6%
a	98889	4.0%
and	75259	3.1%
to	73321	3.0%
of	69574	2.8%
in	48143	2.0%
is	36500	1.5%
his	36165	1.5%
with	23902	1.0%
her	21484	0.9%
Other values (97091)	1827389	74.6%

Most occurring characters

Value	Count	Frequency (%)
	2406350	16.8%
e	1363787	9.5%
a	940502	6.5%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	822601	5.7%
s	767851	5.3%
r	744274	5.2%
h	600810	4.2%
Other values (419)	4103377	28.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11150061	77.6%
Space Separator	2406388	16.8%
Uppercase Letter	390962	2.7%
Other Punctuation	312824	2.2%
Decimal Number	42223	0.3%
Dash Punctuation	36767	0.3%
Close Punctuation	10100	0.1%
Open Punctuation	10077	0.1%
Final Punctuation	4556	< 0.1%
Initial Punctuation	882	< 0.1%
Other values (15)	865	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1363787	12.2%
a	940502	8.4%
t	934766	8.4%
i	851514	7.6%
o	829873	7.4%
n	822601	7.4%
s	767851	6.9%
r	744274	6.7%
h	600810	5.4%
l	478813	4.3%
Other values (142)	2815270	25.2%

Uppercase Letter

Value	Count	Frequency (%)
A	42751	10.9%
T	35968	9.2%
S	31126	8.0%
M	23954	6.1%
B	23699	6.1%
C	22803	5.8%
H	19429	5.0%
W	18652	4.8%
I	16798	4.3%
D	16311	4.2%
Other values (77)	139471	35.7%

Other Letter

Value	Count	Frequency (%)
न	6	4.8%
र	6	4.8%
म	5	4.0%
の	4	3.2%
द	3	2.4%
प	3	2.4%
ద	3	2.4%
अ	3	2.4%
व	2	1.6%
م	2	1.6%
Other values (76)	88	70.4%

Other Punctuation

Value	Count	Frequency (%)
,	133443	42.7%
.	124794	39.9%
'	31121	9.9%
"	11661	3.7%
:	3299	1.1%
?	2759	0.9%
;	2493	0.8%
!	1543	0.5%
/	765	0.2%
&	453	0.1%
Other values (12)	493	0.2%

Nonspacing Mark

Value	Count	Frequency (%)
́	4	12.1%
ి	4	12.1%
்	3	9.1%
్	3	9.1%
्	3	9.1%
̈	3	9.1%
ా	2	6.1%
े	2	6.1%
ं	2	6.1%
ु	2	6.1%
Other values (4)	5	15.2%

Decimal Number

Value	Count	Frequency (%)
1	9748	23.1%
0	8265	19.6%
9	6405	15.2%
2	4251	10.1%
5	2440	5.8%
8	2379	5.6%
3	2342	5.5%
4	2176	5.2%
7	2131	5.0%
6	2086	4.9%

Spacing Mark

Value	Count	Frequency (%)
ा	11	40.7%
ी	4	14.8%
ो	3	11.1%
ు	3	11.1%
ि	2	7.4%
ு	2	7.4%
ం	1	3.7%
ி	1	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	35244	95.9%
–	881	2.4%
—	633	1.7%
―	5	< 0.1%
‐	4	< 0.1%

Other Symbol

Value	Count	Frequency (%)
®	45	70.3%
™	14	21.9%
¦	2	3.1%
°	2	3.1%
�	1	1.6%

Math Symbol

Value	Count	Frequency (%)
~	20	50.0%
+	11	27.5%
=	6	15.0%
\|	2	5.0%
−	1	2.5%

Open Punctuation

Value	Count	Frequency (%)
(	10024	99.5%
[	50	0.5%
{	2	< 0.1%
„	1	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
$	317	96.4%
£	10	3.0%
₹	1	0.3%
€	1	0.3%

Space Separator

Value	Count	Frequency (%)
	2406350	> 99.9%
	36	< 0.1%
	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	10048	99.5%
]	50	0.5%
}	2	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	3847	84.4%
”	690	15.1%
»	19	0.4%

Initial Punctuation

Value	Count	Frequency (%)
“	672	76.2%
‘	192	21.8%
«	18	2.0%

Control

Value	Count	Frequency (%)
	106	96.4%
	3	2.7%
	1	0.9%

Modifier Symbol

Value	Count	Frequency (%)
´	25	65.8%
`	12	31.6%
¯	1	2.6%

Format

Value	Count	Frequency (%)
	31	60.8%
	20	39.2%

Other Number

Value	Count	Frequency (%)
½	8	50.0%
¹	8	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	19	100.0%

Line Separator

Value	Count	Frequency (%)
	7	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Paragraph Separator

Value	Count	Frequency (%)
	2	100.0%

Modifier Letter

Value	Count	Frequency (%)
ʼ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11535791	80.3%
Common	2824495	19.7%
Cyrillic	4587	< 0.1%
Greek	648	< 0.1%
Devanagari	77	< 0.1%
Telugu	30	< 0.1%
Hiragana	20	< 0.1%
Tamil	19	< 0.1%
Han	10	< 0.1%
Hangul	9	< 0.1%
Other values (3)	19	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1363787	11.8%
a	940502	8.2%
t	934766	8.1%
i	851514	7.4%
o	829873	7.2%
n	822601	7.1%
s	767851	6.7%
r	744274	6.5%
h	600810	5.2%
l	478813	4.2%
Other values (132)	3201000	27.7%

Common

Value	Count	Frequency (%)
	2406350	85.2%
,	133443	4.7%
.	124794	4.4%
-	35244	1.2%
'	31121	1.1%
"	11661	0.4%
)	10048	0.4%
(	10024	0.4%
1	9748	0.3%
0	8265	0.3%
Other values (71)	43797	1.6%

Cyrillic

Value	Count	Frequency (%)
о	470	10.2%
е	404	8.8%
а	373	8.1%
н	323	7.0%
и	299	6.5%
т	265	5.8%
р	240	5.2%
с	218	4.8%
в	173	3.8%
л	161	3.5%
Other values (46)	1661	36.2%

Greek

Value	Count	Frequency (%)
α	60	9.3%
ο	55	8.5%
τ	43	6.6%
ι	36	5.6%
η	36	5.6%
ν	34	5.2%
ε	31	4.8%
ρ	31	4.8%
π	30	4.6%
ς	30	4.6%
Other values (33)	262	40.4%

Devanagari

Value	Count	Frequency (%)
ा	11	14.3%
न	6	7.8%
र	6	7.8%
म	5	6.5%
ी	4	5.2%
द	3	3.9%
ो	3	3.9%
्	3	3.9%
प	3	3.9%
अ	3	3.9%
Other values (21)	30	39.0%

Hiragana

Value	Count	Frequency (%)
の	4	20.0%
さ	1	5.0%
ん	1	5.0%
と	1	5.0%
そ	1	5.0%
め	1	5.0%
ひ	1	5.0%
ち	1	5.0%
ず	1	5.0%
か	1	5.0%
Other values (7)	7	35.0%

Telugu

Value	Count	Frequency (%)
ి	4	13.3%
్	3	10.0%
ు	3	10.0%
ద	3	10.0%
ా	2	6.7%
న	2	6.7%
స	2	6.7%
మ	2	6.7%
ర	2	6.7%
బ	1	3.3%
Other values (6)	6	20.0%

Tamil

Value	Count	Frequency (%)
்	3	15.8%
ம	2	10.5%
ர	2	10.5%
ு	2	10.5%
ப	2	10.5%
ன	1	5.3%
வ	1	5.3%
த	1	5.3%
ஆ	1	5.3%
ய	1	5.3%
Other values (3)	3	15.8%

Han

Value	Count	Frequency (%)
俣	1	10.0%
界	1	10.0%
患	1	10.0%
者	1	10.0%
世	1	10.0%
水	1	10.0%
鬼	1	10.0%
見	1	10.0%
難	1	10.0%
海	1	10.0%

Hangul

Value	Count	Frequency (%)
사	2	22.2%
회	1	11.1%
식	1	11.1%
주	1	11.1%
기	1	11.1%
찾	1	11.1%
랑	1	11.1%
첫	1	11.1%

Thai

Value	Count	Frequency (%)
่	2	25.0%
ง	1	12.5%
ร	1	12.5%
พ	1	12.5%
แ	1	12.5%
ี	1	12.5%
ส	1	12.5%

Arabic

Value	Count	Frequency (%)
م	2	50.0%
ہ	1	25.0%
ت	1	25.0%

Inherited

Value	Count	Frequency (%)
́	4	57.1%
̈	3	42.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14347707	99.9%
Punctuation	7270	0.1%
None	5930	< 0.1%
Cyrillic	4587	< 0.1%
Devanagari	77	< 0.1%
Telugu	30	< 0.1%
Hiragana	20	< 0.1%
Tamil	19	< 0.1%
Letterlike Symbols	14	< 0.1%
CJK	10	< 0.1%
Other values (11)	41	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2406350	16.8%
e	1363787	9.5%
a	940502	6.6%
t	934766	6.5%
i	851514	5.9%
o	829873	5.8%
n	822601	5.7%
s	767851	5.4%
r	744274	5.2%
h	600810	4.2%
Other values (82)	4085379	28.5%

Punctuation

Value	Count	Frequency (%)
’	3847	52.9%
–	881	12.1%
”	690	9.5%
“	672	9.2%
—	633	8.7%
…	303	4.2%
‘	192	2.6%
	31	0.4%
	7	0.1%
―	5	0.1%
Other values (4)	9	0.1%

None

Value	Count	Frequency (%)
é	1552	26.2%
ä	294	5.0%
á	293	4.9%
ö	250	4.2%
í	243	4.1%
è	209	3.5%
ü	178	3.0%
ı	165	2.8%
ó	164	2.8%
ç	158	2.7%
Other values (141)	2424	40.9%

Cyrillic

Value	Count	Frequency (%)
о	470	10.2%
е	404	8.8%
а	373	8.1%
н	323	7.0%
и	299	6.5%
т	265	5.8%
р	240	5.2%
с	218	4.8%
в	173	3.8%
л	161	3.5%
Other values (46)	1661	36.2%

Letterlike Symbols

Value	Count	Frequency (%)
™	14	100.0%

Devanagari

Value	Count	Frequency (%)
ा	11	14.3%
न	6	7.8%
र	6	7.8%
म	5	6.5%
ी	4	5.2%
द	3	3.9%
ो	3	3.9%
्	3	3.9%
प	3	3.9%
अ	3	3.9%
Other values (21)	30	39.0%

Alphabetic PF

Value	Count	Frequency (%)
ﬁ	4	100.0%

Hiragana

Value	Count	Frequency (%)
の	4	20.0%
さ	1	5.0%
ん	1	5.0%
と	1	5.0%
そ	1	5.0%
め	1	5.0%
ひ	1	5.0%
ち	1	5.0%
ず	1	5.0%
か	1	5.0%
Other values (7)	7	35.0%

Diacriticals

Value	Count	Frequency (%)
́	4	57.1%
̈	3	42.9%

Telugu

Value	Count	Frequency (%)
ి	4	13.3%
్	3	10.0%
ు	3	10.0%
ద	3	10.0%
ా	2	6.7%
న	2	6.7%
స	2	6.7%
మ	2	6.7%
ర	2	6.7%
బ	1	3.3%
Other values (6)	6	20.0%

Tamil

Value	Count	Frequency (%)
்	3	15.8%
ம	2	10.5%
ர	2	10.5%
ு	2	10.5%
ப	2	10.5%
ன	1	5.3%
வ	1	5.3%
த	1	5.3%
ஆ	1	5.3%
ய	1	5.3%
Other values (3)	3	15.8%

Arabic

Value	Count	Frequency (%)
م	2	50.0%
ہ	1	25.0%
ت	1	25.0%

Hangul

Value	Count	Frequency (%)
사	2	22.2%
회	1	11.1%
식	1	11.1%
주	1	11.1%
기	1	11.1%
찾	1	11.1%
랑	1	11.1%
첫	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Modifier Letters

Value	Count	Frequency (%)
ʼ	2	100.0%

Thai

Value	Count	Frequency (%)
่	2	25.0%
ง	1	12.5%
ร	1	12.5%
พ	1	12.5%
แ	1	12.5%
ี	1	12.5%
ส	1	12.5%

CJK

Value	Count	Frequency (%)
俣	1	10.0%
界	1	10.0%
患	1	10.0%
者	1	10.0%
世	1	10.0%
水	1	10.0%
鬼	1	10.0%
見	1	10.0%
難	1	10.0%
海	1	10.0%

Math Operators

Value	Count	Frequency (%)
−	1	100.0%

Katakana

Value	Count	Frequency (%)
・	1	100.0%

Currency Symbols

Value	Count	Frequency (%)
₹	1	50.0%
€	1	50.0%

Specials

Value	Count	Frequency (%)
�	1	100.0%

popularity
Real number (ℝ)

Distinct	43731
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9264576

Minimum	0
Maximum	547.4883
Zeros	40
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02079775
Q1	0.3888395
median	1.1304545
Q3	3.6916945
95-th percentile	11.063627
Maximum	547.4883
Range	547.4883
Interquartile range (IQR)	3.302855

Descriptive statistics

Standard deviation	6.0096718
Coefficient of variation (CV)	2.0535653
Kurtosis	1923.6882
Mean	2.9264576
Median Absolute Deviation (MAD)	0.9676215
Skewness	29.215066
Sum	132790.94
Variance	36.116156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1 × 10^-6	56	0.1%
0.000308	42	0.1%
0	40	0.1%
0.00022	39	0.1%
0.000844	38	0.1%
0.000578	38	0.1%
0.001177	38	0.1%
0.002001	27	0.1%
0.003013	21	< 0.1%
0.00353	19	< 0.1%
Other values (43721)	45018	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	0.1%
1 × 10^-6	56	0.1%
2 × 10^-6	6	< 0.1%
3 × 10^-6	6	< 0.1%
4 × 10^-6	5	< 0.1%
5 × 10^-6	1	< 0.1%
6 × 10^-6	2	< 0.1%
7 × 10^-6	1	< 0.1%
8 × 10^-6	6	< 0.1%
9 × 10^-6	2	< 0.1%

Value	Count	Frequency (%)
547.488298	1	< 0.1%
294.337037	1	< 0.1%
287.253654	1	< 0.1%
228.032744	1	< 0.1%
213.849907	1	< 0.1%
187.860492	1	< 0.1%
185.330992	1	< 0.1%
185.070892	1	< 0.1%
183.870374	1	< 0.1%
154.801009	1	< 0.1%

release_date
Categorical

Distinct	17333
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Memory size	354.6 KiB

2008-01-01	136
2009-01-01	121
2007-01-01	118
2005-01-01	111
2006-01-01	101
Other values (17328)	44789

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	453760
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8570 ?
Unique (%)	18.9%

Sample

1st row	1995-10-30
2nd row	1995-12-15
3rd row	1995-12-22
4th row	1995-12-22
5th row	1995-02-10

Common Values

Value	Count	Frequency (%)
2008-01-01	136	0.3%
2009-01-01	121	0.3%
2007-01-01	118	0.3%
2005-01-01	111	0.2%
2006-01-01	101	0.2%
2002-01-01	96	0.2%
2004-01-01	90	0.2%
2001-01-01	84	0.2%
2003-01-01	76	0.2%
1997-01-01	69	0.2%
Other values (17323)	44374	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2008-01-01	136	0.3%
2009-01-01	121	0.3%
2007-01-01	118	0.3%
2005-01-01	111	0.2%
2006-01-01	101	0.2%
2002-01-01	96	0.2%
2004-01-01	90	0.2%
2001-01-01	84	0.2%
2003-01-01	76	0.2%
1997-01-01	69	0.2%
Other values (17323)	44374	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	97600	21.5%
-	90752	20.0%
1	84054	18.5%
2	52803	11.6%
9	39773	8.8%
3	15435	3.4%
8	15279	3.4%
6	15021	3.3%
5	14836	3.3%
7	14289	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	363008	80.0%
Dash Punctuation	90752	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	97600	26.9%
1	84054	23.2%
2	52803	14.5%
9	39773	11.0%
3	15435	4.3%
8	15279	4.2%
6	15021	4.1%
5	14836	4.1%
7	14289	3.9%
4	13918	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	90752	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	453760	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	97600	21.5%
-	90752	20.0%
1	84054	18.5%
2	52803	11.6%
9	39773	8.8%
3	15435	3.4%
8	15279	3.4%
6	15021	3.3%
5	14836	3.3%
7	14289	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	453760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	97600	21.5%
-	90752	20.0%
1	84054	18.5%
2	52803	11.6%
9	39773	8.8%
3	15435	3.4%
8	15279	3.4%
6	15021	3.3%
5	14836	3.3%
7	14289	3.1%

revenue
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6863
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11230099

Minimum	0
Maximum	2.7879651 × 10⁹
Zeros	37969
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	48020044
Maximum	2.7879651 × 10⁹
Range	2.7879651 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	64389957
Coefficient of variation (CV)	5.7336944
Kurtosis	237.07741
Mean	11230099
Median Absolute Deviation (MAD)	0
Skewness	12.254722
Sum	5.0957698 × 10¹¹
Variance	4.1460665 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37969	83.7%
12000000	20	< 0.1%
10000000	19	< 0.1%
11000000	19	< 0.1%
2000000	18	< 0.1%
6000000	17	< 0.1%
5000000	14	< 0.1%
8000000	13	< 0.1%
500000	13	< 0.1%
1	12	< 0.1%
Other values (6853)	7262	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37969	83.7%
1	12	< 0.1%
2	3	< 0.1%
3	9	< 0.1%
4	4	< 0.1%
5	5	< 0.1%
6	2	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
2787965087	1	< 0.1%
2068223624	1	< 0.1%
1845034188	1	< 0.1%
1519557910	1	< 0.1%
1513528810	1	< 0.1%
1506249360	1	< 0.1%
1405403694	1	< 0.1%
1342000000	1	< 0.1%
1274219009	1	< 0.1%
1262886337	1	< 0.1%

runtime
Real number (ℝ)

Distinct	353
Distinct (%)	0.8%
Missing	246
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	94.181675

Minimum	0
Maximum	1256
Zeros	1535
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	85
median	95
Q3	107
95-th percentile	138
Maximum	1256
Range	1256
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	38.341059
Coefficient of variation (CV)	0.4070968
Kurtosis	93.925543
Mean	94.181675
Median Absolute Deviation (MAD)	11
Skewness	4.4907363
Sum	4250419
Variance	1470.0368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	2549	5.6%
0	1535	3.4%
100	1470	3.2%
95	1410	3.1%
93	1214	2.7%
96	1104	2.4%
92	1079	2.4%
94	1062	2.3%
91	1055	2.3%
88	1030	2.3%
Other values (343)	31622	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1535	3.4%
1	107	0.2%
2	33	0.1%
3	48	0.1%
4	50	0.1%
5	51	0.1%
6	72	0.2%
7	103	0.2%
8	78	0.2%
9	63	0.1%

Value	Count	Frequency (%)
1256	1	< 0.1%
1140	2	< 0.1%
931	1	< 0.1%
925	1	< 0.1%
900	1	< 0.1%
877	1	< 0.1%
874	1	< 0.1%
840	2	< 0.1%
780	1	< 0.1%
720	1	< 0.1%

status
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	80
Missing (%)	0.2%
Memory size	354.6 KiB

Released	44936
Rumored	230
Post Production	97
In Production	19
Planned	13

Length

Max length	15
Median length	8
Mean length	8.0117229
Min length	7

Characters and Unicode

Total characters	362899
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Released
2nd row	Released
3rd row	Released
4th row	Released
5th row	Released

Common Values

Value	Count	Frequency (%)
Released	44936	99.0%
Rumored	230	0.5%
Post Production	97	0.2%
In Production	19	< 0.1%
Planned	13	< 0.1%
Canceled	1	< 0.1%
(Missing)	80	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
released	44936	99.0%
rumored	230	0.5%
production	116	0.3%
post	97	0.2%
in	19	< 0.1%
planned	13	< 0.1%
canceled	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
l	44950	12.4%
a	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
m	230	0.1%
Other values (8)	970	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	317371	87.5%
Uppercase Letter	45412	12.5%
Space Separator	116	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	135053	42.6%
d	45296	14.3%
s	45033	14.2%
l	44950	14.2%
a	44950	14.2%
o	559	0.2%
r	346	0.1%
u	346	0.1%
m	230	0.1%
t	213	0.1%
Other values (3)	395	0.1%

Uppercase Letter

Value	Count	Frequency (%)
R	45166	99.5%
P	226	0.5%
I	19	< 0.1%
C	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	116	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	362783	> 99.9%
Common	116	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
l	44950	12.4%
a	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
m	230	0.1%
Other values (7)	854	0.2%

Common

Value	Count	Frequency (%)
	116	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	362899	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	135053	37.2%
d	45296	12.5%
R	45166	12.4%
s	45033	12.4%
l	44950	12.4%
a	44950	12.4%
o	559	0.2%
r	346	0.1%
u	346	0.1%
m	230	0.1%
Other values (8)	970	0.3%

tagline
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	20269
Distinct (%)	99.4%
Missing	24978
Missing (%)	55.0%
Memory size	354.6 KiB

Based on a true story.	7
Trust no one.	4
Be careful what you wish for.	4
-	4
How far would you go?	3
Other values (20264)	20376

Length

Max length	297
Median length	204
Mean length	46.999314
Min length	1

Characters and Unicode

Total characters	958692
Distinct characters	170
Distinct categories	17 ?
Distinct scripts	6 ?
Distinct blocks	10 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20163 ?
Unique (%)	98.8%

Sample

1st row	Roll the dice and unleash the excitement!
2nd row	Still Yelling. Still Fighting. Still Ready for Love.
3rd row	Friends are the people who let you be yourself... and never let you forget it.
4th row	Just When His World Is Back To Normal... He's In For The Surprise Of His Life!
5th row	A Los Angeles Crime Saga

Common Values

Value	Count	Frequency (%)
Based on a true story.	7	< 0.1%
Trust no one.	4	< 0.1%
Be careful what you wish for.	4	< 0.1%
-	4	< 0.1%
How far would you go?	3	< 0.1%
Drama	3	< 0.1%
Classic Albums	3	< 0.1%
There are two sides to every love story.	3	< 0.1%
There is no turning back	3	< 0.1%
Documentary	3	< 0.1%
Other values (20259)	20361	44.9%
(Missing)	24978	55.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	10998	6.3%
a	6815	3.9%
of	4404	2.5%
to	3584	2.1%
is	2796	1.6%
in	2693	1.5%
and	2682	1.5%
you	2389	1.4%
	1582	0.9%
for	1523	0.9%
Other values (15100)	134470	77.3%

Most occurring characters

Value	Count	Frequency (%)
	153686	16.0%
e	94412	9.8%
t	57267	6.0%
o	56566	5.9%
a	51473	5.4%
n	47498	5.0%
i	46036	4.8%
r	44992	4.7%
s	42360	4.4%
h	37172	3.9%
Other values (160)	327230	34.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	680479	71.0%
Space Separator	153686	16.0%
Uppercase Letter	74991	7.8%
Other Punctuation	44585	4.7%
Decimal Number	2687	0.3%
Dash Punctuation	1944	0.2%
Final Punctuation	98	< 0.1%
Open Punctuation	56	< 0.1%
Close Punctuation	55	< 0.1%
Currency Symbol	37	< 0.1%
Other values (7)	74	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	94412	13.9%
t	57267	8.4%
o	56566	8.3%
a	51473	7.6%
n	47498	7.0%
i	46036	6.8%
r	44992	6.6%
s	42360	6.2%
h	37172	5.5%
l	30174	4.4%
Other values (43)	172529	25.4%

Other Letter

Value	Count	Frequency (%)
வ	1	2.9%
ன	1	2.9%
成	1	2.9%
劇	1	2.9%
熟	1	2.9%
த	1	2.9%
ஆ	1	2.9%
時	1	2.9%
舞	1	2.9%
場	1	2.9%
Other values (24)	24	70.6%

Uppercase Letter

Value	Count	Frequency (%)
T	10009	13.3%
A	6874	9.2%
S	5652	7.5%
H	4402	5.9%
I	4387	5.9%
E	4306	5.7%
W	3681	4.9%
O	3477	4.6%
N	3195	4.3%
L	3194	4.3%
Other values (20)	25814	34.4%

Other Punctuation

Value	Count	Frequency (%)
.	26647	59.8%
!	5784	13.0%
'	5674	12.7%
,	4226	9.5%
?	1161	2.6%
"	582	1.3%
…	148	0.3%
:	138	0.3%
&	83	0.2%
*	42	0.1%
Other values (7)	100	0.2%

Decimal Number

Value	Count	Frequency (%)
0	802	29.8%
1	516	19.2%
2	299	11.1%
3	208	7.7%
9	208	7.7%
5	168	6.3%
4	140	5.2%
6	121	4.5%
7	121	4.5%
8	104	3.9%

Math Symbol

Value	Count	Frequency (%)
+	5	35.7%
=	5	35.7%
\|	2	14.3%
~	1	7.1%
−	1	7.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1927	99.1%
–	9	0.5%
—	8	0.4%

Final Punctuation

Value	Count	Frequency (%)
’	82	83.7%
”	15	15.3%
»	1	1.0%

Initial Punctuation

Value	Count	Frequency (%)
“	14	73.7%
‘	4	21.1%
«	1	5.3%

Open Punctuation

Value	Count	Frequency (%)
(	49	87.5%
[	7	12.5%

Close Punctuation

Value	Count	Frequency (%)
)	48	87.3%
]	7	12.7%

Other Number

Value	Count	Frequency (%)
½	2	66.7%
²	1	33.3%

Modifier Letter

Value	Count	Frequency (%)
ˌ	1	50.0%
ˈ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	153686	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	37	100.0%

Nonspacing Mark

Value	Count	Frequency (%)
்	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	755470	78.8%
Common	203187	21.2%
Han	21	< 0.1%
Tamil	5	< 0.1%
Hiragana	5	< 0.1%
Katakana	4	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	94412	12.5%
t	57267	7.6%
o	56566	7.5%
a	51473	6.8%
n	47498	6.3%
i	46036	6.1%
r	44992	6.0%
s	42360	5.6%
h	37172	4.9%
l	30174	4.0%
Other values (73)	247520	32.8%

Common

Value	Count	Frequency (%)
	153686	75.6%
.	26647	13.1%
!	5784	2.8%
'	5674	2.8%
,	4226	2.1%
-	1927	0.9%
?	1161	0.6%
0	802	0.4%
"	582	0.3%
1	516	0.3%
Other values (42)	2182	1.1%

Han

Value	Count	Frequency (%)
成	1	4.8%
劇	1	4.8%
熟	1	4.8%
時	1	4.8%
舞	1	4.8%
場	1	4.8%
版	1	4.8%
蜜	1	4.8%
最	1	4.8%
后	1	4.8%
Other values (11)	11	52.4%

Tamil

Value	Count	Frequency (%)
வ	1	20.0%
்	1	20.0%
ன	1	20.0%
த	1	20.0%
ஆ	1	20.0%

Hiragana

Value	Count	Frequency (%)
は	1	20.0%
し	1	20.0%
て	1	20.0%
い	1	20.0%
る	1	20.0%

Katakana

Value	Count	Frequency (%)
ク	1	25.0%
ラ	1	25.0%
ナ	1	25.0%
ド	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	958262	> 99.9%
Punctuation	280	< 0.1%
None	110	< 0.1%
CJK	21	< 0.1%
Tamil	5	< 0.1%
Hiragana	5	< 0.1%
Katakana	4	< 0.1%
IPA Ext	2	< 0.1%
Modifier Letters	2	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	153686	16.0%
e	94412	9.9%
t	57267	6.0%
o	56566	5.9%
a	51473	5.4%
n	47498	5.0%
i	46036	4.8%
r	44992	4.7%
s	42360	4.4%
h	37172	3.9%
Other values (78)	326800	34.1%

Punctuation

Value	Count	Frequency (%)
…	148	52.9%
’	82	29.3%
”	15	5.4%
“	14	5.0%
–	9	3.2%
—	8	2.9%
‘	4	1.4%

None

Value	Count	Frequency (%)
é	18	16.4%
ä	16	14.5%
ö	8	7.3%
á	6	5.5%
ó	6	5.5%
ü	5	4.5%
í	5	4.5%
ı	5	4.5%
·	4	3.6%
ć	3	2.7%
Other values (26)	34	30.9%

IPA Ext

Value	Count	Frequency (%)
ə	2	100.0%

Tamil

Value	Count	Frequency (%)
வ	1	20.0%
்	1	20.0%
ன	1	20.0%
த	1	20.0%
ஆ	1	20.0%

CJK

Value	Count	Frequency (%)
成	1	4.8%
劇	1	4.8%
熟	1	4.8%
時	1	4.8%
舞	1	4.8%
場	1	4.8%
版	1	4.8%
蜜	1	4.8%
最	1	4.8%
后	1	4.8%
Other values (11)	11	52.4%

Katakana

Value	Count	Frequency (%)
ク	1	25.0%
ラ	1	25.0%
ナ	1	25.0%
ド	1	25.0%

Modifier Letters

Value	Count	Frequency (%)
ˌ	1	50.0%
ˈ	1	50.0%

Hiragana

Value	Count	Frequency (%)
は	1	20.0%
し	1	20.0%
て	1	20.0%
い	1	20.0%
る	1	20.0%

Math Operators

Value	Count	Frequency (%)
−	1	100.0%

title
Categorical

HIGH CARDINALITY UNIFORM

Distinct	42196
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Memory size	354.6 KiB

Cinderella	11
Alice in Wonderland	9
Hamlet	9
Les Misérables	8
Beauty and the Beast	8
Other values (42191)	45331

Length

Max length	105
Median length	79
Mean length	16.701781
Min length	1

Characters and Unicode

Total characters	757860
Distinct characters	287
Distinct categories	17 ?
Distinct scripts	7 ?
Distinct blocks	12 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39869 ?
Unique (%)	87.9%

Sample

1st row	Toy Story
2nd row	Jumanji
3rd row	Grumpier Old Men
4th row	Waiting to Exhale
5th row	Father of the Bride Part II

Common Values

Value	Count	Frequency (%)
Cinderella	11	< 0.1%
Alice in Wonderland	9	< 0.1%
Hamlet	9	< 0.1%
Les Misérables	8	< 0.1%
Beauty and the Beast	8	< 0.1%
The Three Musketeers	7	< 0.1%
Blackout	7	< 0.1%
Treasure Island	7	< 0.1%
A Christmas Carol	7	< 0.1%
The Journey	6	< 0.1%
Other values (42186)	45297	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	14555	10.7%
of	4930	3.6%
a	2241	1.6%
in	1693	1.2%
and	1631	1.2%
to	1054	0.8%
	757	0.6%
man	665	0.5%
love	664	0.5%
for	601	0.4%
Other values (24353)	107390	78.9%

Most occurring characters

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.2%
t	36722	4.8%
s	29519	3.9%
h	28516	3.8%
Other values (277)	280815	37.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	534134	70.5%
Uppercase Letter	117265	15.5%
Space Separator	90827	12.0%
Other Punctuation	10489	1.4%
Decimal Number	3850	0.5%
Dash Punctuation	981	0.1%
Close Punctuation	87	< 0.1%
Open Punctuation	85	< 0.1%
Final Punctuation	38	< 0.1%
Other Letter	25	< 0.1%
Other values (7)	79	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	76251	14.3%
a	48940	9.2%
o	45671	8.6%
n	40817	7.6%
r	40018	7.5%
i	39764	7.4%
t	36722	6.9%
s	29519	5.5%
h	28516	5.3%
l	25924	4.9%
Other values (121)	121992	22.8%

Uppercase Letter

Value	Count	Frequency (%)
T	16019	13.7%
S	10336	8.8%
M	8031	6.8%
B	7659	6.5%
C	7165	6.1%
A	6785	5.8%
D	6335	5.4%
L	5872	5.0%
H	5170	4.4%
W	5166	4.4%
Other values (65)	38727	33.0%

Other Letter

Value	Count	Frequency (%)
چ	2	8.0%
ه	2	8.0%
ی	2	8.0%
ک	2	8.0%
傳	1	4.0%
空	1	4.0%
時	1	4.0%
狗	1	4.0%
貓	1	4.0%
ª	1	4.0%
Other values (11)	11	44.0%

Other Punctuation

Value	Count	Frequency (%)
:	3717	35.4%
'	2505	23.9%
.	1603	15.3%
,	1134	10.8%
!	647	6.2%
&	458	4.4%
?	269	2.6%
/	79	0.8%
*	19	0.2%
#	13	0.1%
Other values (8)	45	0.4%

Decimal Number

Value	Count	Frequency (%)
2	861	22.4%
1	697	18.1%
0	616	16.0%
3	482	12.5%
9	230	6.0%
4	229	5.9%
5	225	5.8%
7	193	5.0%
8	161	4.2%
6	156	4.1%

Math Symbol

Value	Count	Frequency (%)
+	17	70.8%
×	3	12.5%
∞	1	4.2%
=	1	4.2%
→	1	4.2%
−	1	4.2%

Other Number

Value	Count	Frequency (%)
½	12	63.2%
²	3	15.8%
³	2	10.5%
⅓	1	5.3%
⁴	1	5.3%

Other Symbol

Value	Count	Frequency (%)
°	3	37.5%
☆	2	25.0%
™	1	12.5%
♡	1	12.5%
№	1	12.5%

Currency Symbol

Value	Count	Frequency (%)
$	18	85.7%
¢	2	9.5%
£	1	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	966	98.5%
–	15	1.5%

Close Punctuation

Value	Count	Frequency (%)
)	82	94.3%
]	5	5.7%

Open Punctuation

Value	Count	Frequency (%)
(	80	94.1%
[	5	5.9%

Final Punctuation

Value	Count	Frequency (%)
’	37	97.4%
”	1	2.6%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	50.0%
“	1	50.0%

Space Separator

Value	Count	Frequency (%)
	90827	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Format

Value	Count	Frequency (%)
‎	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	650884	85.9%
Common	106436	14.0%
Cyrillic	346	< 0.1%
Greek	170	< 0.1%
Arabic	11	< 0.1%
Katakana	8	< 0.1%
Han	5	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	76251	11.7%
a	48940	7.5%
o	45671	7.0%
n	40817	6.3%
r	40018	6.1%
i	39764	6.1%
t	36722	5.6%
s	29519	4.5%
h	28516	4.4%
l	25924	4.0%
Other values (107)	238742	36.7%

Common

Value	Count	Frequency (%)
	90827	85.3%
:	3717	3.5%
'	2505	2.4%
.	1603	1.5%
,	1134	1.1%
-	966	0.9%
2	861	0.8%
1	697	0.7%
!	647	0.6%
0	616	0.6%
Other values (50)	2863	2.7%

Cyrillic

Value	Count	Frequency (%)
е	32	9.2%
о	32	9.2%
а	29	8.4%
н	24	6.9%
и	23	6.6%
р	22	6.4%
к	17	4.9%
с	15	4.3%
л	14	4.0%
в	14	4.0%
Other values (38)	124	35.8%

Greek

Value	Count	Frequency (%)
α	20	11.8%
ι	14	8.2%
ο	14	8.2%
τ	9	5.3%
ά	8	4.7%
λ	8	4.7%
ρ	8	4.7%
ν	7	4.1%
ε	6	3.5%
ς	6	3.5%
Other values (32)	70	41.2%

Katakana

Value	Count	Frequency (%)
テ	1	12.5%
ポ	1	12.5%
ィ	1	12.5%
ス	1	12.5%
タ	1	12.5%
ン	1	12.5%
ァ	1	12.5%
フ	1	12.5%

Arabic

Value	Count	Frequency (%)
چ	2	18.2%
ه	2	18.2%
ی	2	18.2%
ک	2	18.2%
س	1	9.1%
ا	1	9.1%
ج	1	9.1%

Han

Value	Count	Frequency (%)
傳	1	20.0%
空	1	20.0%
時	1	20.0%
狗	1	20.0%
貓	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	756295	99.8%
None	1124	0.1%
Cyrillic	346	< 0.1%
Punctuation	62	< 0.1%
Arabic	11	< 0.1%
Katakana	8	< 0.1%
CJK	5	< 0.1%
Misc Symbols	3	< 0.1%
Letterlike Symbols	2	< 0.1%
Math Operators	2	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	90827	12.0%
e	76251	10.1%
a	48940	6.5%
o	45671	6.0%
n	40817	5.4%
r	40018	5.3%
i	39764	5.3%
t	36722	4.9%
s	29519	3.9%
h	28516	3.8%
Other values (76)	279250	36.9%

None

Value	Count	Frequency (%)
é	218	19.4%
ä	127	11.3%
ö	55	4.9%
è	53	4.7%
ô	44	3.9%
ü	39	3.5%
ó	37	3.3%
á	35	3.1%
ı	35	3.1%
í	33	2.9%
Other values (108)	448	39.9%

Punctuation

Value	Count	Frequency (%)
’	37	59.7%
–	15	24.2%
…	5	8.1%
‎	2	3.2%
‘	1	1.6%
”	1	1.6%
“	1	1.6%

Cyrillic

Value	Count	Frequency (%)
е	32	9.2%
о	32	9.2%
а	29	8.4%
н	24	6.9%
и	23	6.6%
р	22	6.4%
к	17	4.9%
с	15	4.3%
л	14	4.0%
в	14	4.0%
Other values (38)	124	35.8%

Arabic

Value	Count	Frequency (%)
چ	2	18.2%
ه	2	18.2%
ی	2	18.2%
ک	2	18.2%
س	1	9.1%
ا	1	9.1%
ج	1	9.1%

Misc Symbols

Value	Count	Frequency (%)
☆	2	66.7%
♡	1	33.3%

CJK

Value	Count	Frequency (%)
傳	1	20.0%
空	1	20.0%
時	1	20.0%
狗	1	20.0%
貓	1	20.0%

Number Forms

Value	Count	Frequency (%)
⅓	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	1	50.0%
№	1	50.0%

Math Operators

Value	Count	Frequency (%)
∞	1	50.0%
−	1	50.0%

Katakana

Value	Count	Frequency (%)
テ	1	12.5%
ポ	1	12.5%
ィ	1	12.5%
ス	1	12.5%
タ	1	12.5%
ン	1	12.5%
ァ	1	12.5%
フ	1	12.5%

Arrows

Value	Count	Frequency (%)
→	1	100.0%

vote_average
Real number (ℝ)

Distinct	92
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.62407

Minimum	0
Maximum	10
Zeros	2947
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	6
Q3	6.8
95-th percentile	7.8
Maximum	10
Range	10
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.9154225
Coefficient of variation (CV)	0.34057587
Kurtosis	2.5420547
Mean	5.62407
Median Absolute Deviation (MAD)	0.9
Skewness	-1.524472
Sum	255197.8
Variance	3.6688434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2947	6.5%
6	2462	5.4%
5	1998	4.4%
7	1883	4.1%
6.5	1722	3.8%
6.3	1603	3.5%
5.5	1381	3.0%
5.8	1369	3.0%
6.4	1350	3.0%
6.7	1342	3.0%
Other values (82)	27319	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2947	6.5%
0.5	13	< 0.1%
0.7	1	< 0.1%
1	103	0.2%
1.1	1	< 0.1%
1.2	4	< 0.1%
1.3	13	< 0.1%
1.4	5	< 0.1%
1.5	30	0.1%
1.6	6	< 0.1%

Value	Count	Frequency (%)
10	185	0.4%
9.8	1	< 0.1%
9.6	1	< 0.1%
9.5	18	< 0.1%
9.4	3	< 0.1%
9.3	18	< 0.1%
9.2	4	< 0.1%
9.1	2	< 0.1%
9	158	0.3%
8.9	7	< 0.1%

release_year
Real number (ℝ)

Distinct	135
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1991.8812

Minimum	1874
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	1874
5-th percentile	1941
Q1	1978
median	2001
Q3	2010
95-th percentile	2015
Maximum	2020
Range	146
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	24.05536
Coefficient of variation (CV)	0.012076704
Kurtosis	0.84010576
Mean	1991.8812
Median Absolute Deviation (MAD)	12
Skewness	-1.2248636
Sum	90383601
Variance	578.66033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	1974	4.4%
2015	1905	4.2%
2013	1889	4.2%
2012	1722	3.8%
2011	1667	3.7%
2016	1604	3.5%
2009	1586	3.5%
2010	1501	3.3%
2008	1473	3.2%
2007	1320	2.9%
Other values (125)	28735	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1874	1	< 0.1%
1878	1	< 0.1%
1883	1	< 0.1%
1887	1	< 0.1%
1888	2	< 0.1%
1890	5	< 0.1%
1891	6	< 0.1%
1892	3	< 0.1%
1893	1	< 0.1%
1894	13	< 0.1%

Value	Count	Frequency (%)
2020	1	< 0.1%
2018	5	< 0.1%
2017	532	1.2%
2016	1604	3.5%
2015	1905	4.2%
2014	1974	4.4%
2013	1889	4.2%
2012	1722	3.8%
2011	1667	3.7%
2010	1501	3.3%

return
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	5232
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	660.04278

Minimum	0
Maximum	12396383
Zeros	39995
Zeros (%)	88.1%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.5355363
Maximum	12396383
Range	12396383
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74693.294
Coefficient of variation (CV)	113.16432
Kurtosis	20672.957
Mean	660.04278
Median Absolute Deviation (MAD)	0
Skewness	138.32953
Sum	29950101
Variance	5.5790882 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	39995	88.1%
1	20	< 0.1%
2	12	< 0.1%
4	11	< 0.1%
5	8	< 0.1%
3	7	< 0.1%
2.5	7	< 0.1%
1.333333333	7	< 0.1%
1.5	6	< 0.1%
7	4	< 0.1%
Other values (5222)	5299	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39995	88.1%
5.217391304 × 10^-7	1	< 0.1%
7.5 × 10^-7	1	< 0.1%
9.375 × 10^-7	1	< 0.1%
1.499133126 × 10^-6	1	< 0.1%
1.8 × 10^-6	1	< 0.1%
1.916666667 × 10^-6	1	< 0.1%
3.5 × 10^-6	1	< 0.1%
4 × 10^-6	1	< 0.1%
5.111111111 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
12396383	1	< 0.1%
8500000	1	< 0.1%
4197476.625	1	< 0.1%
2755584	1	< 0.1%
1018619.283	1	< 0.1%
1000000	1	< 0.1%
26881.72043	1	< 0.1%
12890.38667	1	< 0.1%
5330.33945	1	< 0.1%
4133.333333	1	< 0.1%

id_collection
Real number (ℝ)

Distinct	1695
Distinct (%)	37.8%
Missing	40888
Missing (%)	90.1%
Infinite	0
Infinite (%)	0.0%
Mean	184073.41

Minimum	10
Maximum	480160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.6 KiB

Quantile statistics

Minimum	10
5-th percentile	2704
Q1	86026.25
median	141531.5
Q3	294172
95-th percentile	439530.55
Maximum	480160
Range	480150
Interquartile range (IQR)	208145.75

Descriptive statistics

Standard deviation	141630.53
Coefficient of variation (CV)	0.76942417
Kurtosis	-0.9276419
Mean	184073.41
Median Absolute Deviation (MAD)	103794.5
Skewness	0.53309635
Sum	8.2612146 × 10⁸
Variance	2.0059207 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
415931	29	0.1%
421566	27	0.1%
645	26	0.1%
96887	26	0.1%
37261	25	0.1%
34055	22	< 0.1%
413661	21	< 0.1%
374509	16	< 0.1%
425164	15	< 0.1%
148324	15	< 0.1%
Other values (1685)	4266	9.4%
(Missing)	40888	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	8	< 0.1%
84	4	< 0.1%
119	3	< 0.1%
131	3	< 0.1%
151	6	< 0.1%
230	3	< 0.1%
263	3	< 0.1%
264	3	< 0.1%
295	5	< 0.1%
304	3	< 0.1%

Value	Count	Frequency (%)
480160	1	< 0.1%
480071	1	< 0.1%
479971	1	< 0.1%
479888	2	< 0.1%
479692	2	< 0.1%
479549	1	< 0.1%
479319	13	< 0.1%
478947	2	< 0.1%
478628	12	< 0.1%
478545	1	< 0.1%

name_collection
Categorical

HIGH CARDINALITY MISSING

Distinct	1695
Distinct (%)	37.8%
Missing	40888
Missing (%)	90.1%
Memory size	354.6 KiB

The Bowery Boys	29
Totò Collection	27
James Bond Collection	26
Zatôichi: The Blind Swordsman	26
The Carry On Collection	25
Other values (1690)	4355

Length

Max length	54
Median length	43
Mean length	23.855838
Min length	3

Characters and Unicode

Total characters	107065
Distinct characters	166
Distinct categories	12 ?
Distinct scripts	7 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	390 ?
Unique (%)	8.7%

Sample

1st row	Toy Story Collection
2nd row	Grumpy Old Men Collection
3rd row	Father of the Bride Collection
4th row	James Bond Collection
5th row	Balto Collection

Common Values

Value	Count	Frequency (%)
The Bowery Boys	29	0.1%
Totò Collection	27	0.1%
James Bond Collection	26	0.1%
Zatôichi: The Blind Swordsman	26	0.1%
The Carry On Collection	25	0.1%
Pokémon Collection	22	< 0.1%
Charlie Chan (Sidney Toler) Collection	21	< 0.1%
Godzilla (Showa) Collection	16	< 0.1%
Dragon Ball Z (Movie) Collection	15	< 0.1%
Uuno Turhapuro	15	< 0.1%
Other values (1685)	4266	9.4%
(Missing)	40888	90.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
collection	3743	25.3%
the	1146	7.8%
of	230	1.6%
series	147	1.0%
	139	0.9%
trilogy	87	0.6%
and	84	0.6%
man	62	0.4%
a	62	0.4%
in	56	0.4%
Other values (2407)	9028	61.1%

Most occurring characters

Value	Count	Frequency (%)
o	11114	10.4%
e	10450	9.8%
	10297	9.6%
l	10200	9.5%
i	7559	7.1%
n	7403	6.9%
t	6488	6.1%
c	4845	4.5%
C	4474	4.2%
a	4459	4.2%
Other values (156)	29776	27.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	81103	75.8%
Uppercase Letter	13885	13.0%
Space Separator	10297	9.6%
Other Punctuation	576	0.5%
Open Punctuation	335	0.3%
Close Punctuation	335	0.3%
Decimal Number	321	0.3%
Dash Punctuation	162	0.2%
Other Letter	37	< 0.1%
Final Punctuation	9	< 0.1%
Other values (2)	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	11114	13.7%
e	10450	12.9%
l	10200	12.6%
i	7559	9.3%
n	7403	9.1%
t	6488	8.0%
c	4845	6.0%
a	4459	5.5%
r	3870	4.8%
s	2588	3.2%
Other values (69)	12127	15.0%

Uppercase Letter

Value	Count	Frequency (%)
C	4474	32.2%
T	1527	11.0%
S	1063	7.7%
B	682	4.9%
M	630	4.5%
A	509	3.7%
D	505	3.6%
H	462	3.3%
P	432	3.1%
G	417	3.0%
Other values (33)	3184	22.9%

Other Letter

Value	Count	Frequency (%)
つ	3	8.1%
は	3	8.1%
よ	3	8.1%
シ	3	8.1%
リ	3	8.1%
ら	3	8.1%
い	3	8.1%
ズ	3	8.1%
男	3	8.1%
식	2	5.4%
Other values (4)	8	21.6%

Other Punctuation

Value	Count	Frequency (%)
.	172	29.9%
'	107	18.6%
:	99	17.2%
,	79	13.7%
&	52	9.0%
!	35	6.1%
/	21	3.6%
?	4	0.7%
*	4	0.7%
…	3	0.5%

Decimal Number

Value	Count	Frequency (%)
1	80	24.9%
9	64	19.9%
3	54	16.8%
0	51	15.9%
2	21	6.5%
8	13	4.0%
5	12	3.7%
7	11	3.4%
6	10	3.1%
4	5	1.6%

Open Punctuation

Value	Count	Frequency (%)
(	330	98.5%
[	5	1.5%

Close Punctuation

Value	Count	Frequency (%)
)	330	98.5%
]	5	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	160	98.8%
–	2	1.2%

Space Separator

Value	Count	Frequency (%)
	10297	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	9	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	3	100.0%

Other Number

Value	Count	Frequency (%)
½	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	94574	88.3%
Common	12040	11.2%
Cyrillic	414	0.4%
Hiragana	15	< 0.1%
Hangul	10	< 0.1%
Katakana	9	< 0.1%
Han	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	11114	11.8%
e	10450	11.0%
l	10200	10.8%
i	7559	8.0%
n	7403	7.8%
t	6488	6.9%
c	4845	5.1%
C	4474	4.7%
a	4459	4.7%
r	3870	4.1%
Other values (70)	23712	25.1%

Cyrillic

Value	Count	Frequency (%)
л	48	11.6%
и	41	9.9%
о	37	8.9%
к	30	7.2%
е	27	6.5%
я	25	6.0%
а	17	4.1%
ц	16	3.9%
К	16	3.9%
р	14	3.4%
Other values (32)	143	34.5%

Common

Value	Count	Frequency (%)
	10297	85.5%
(	330	2.7%
)	330	2.7%
.	172	1.4%
-	160	1.3%
'	107	0.9%
:	99	0.8%
1	80	0.7%
,	79	0.7%
9	64	0.5%
Other values (20)	322	2.7%

Hiragana

Value	Count	Frequency (%)
つ	3	20.0%
は	3	20.0%
よ	3	20.0%
ら	3	20.0%
い	3	20.0%

Hangul

Value	Count	Frequency (%)
식	2	20.0%
객	2	20.0%
시	2	20.0%
리	2	20.0%
즈	2	20.0%

Katakana

Value	Count	Frequency (%)
シ	3	33.3%
リ	3	33.3%
ズ	3	33.3%

Han

Value	Count	Frequency (%)
男	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	106351	99.3%
Cyrillic	414	0.4%
None	246	0.2%
Hiragana	15	< 0.1%
Punctuation	14	< 0.1%
Katakana	12	< 0.1%
Hangul	10	< 0.1%
CJK	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	11114	10.5%
e	10450	9.8%
	10297	9.7%
l	10200	9.6%
i	7559	7.1%
n	7403	7.0%
t	6488	6.1%
c	4845	4.6%
C	4474	4.2%
a	4459	4.2%
Other values (67)	29062	27.3%

Cyrillic

Value	Count	Frequency (%)
л	48	11.6%
и	41	9.9%
о	37	8.9%
к	30	7.2%
е	27	6.5%
я	25	6.0%
а	17	4.1%
ц	16	3.9%
К	16	3.9%
р	14	3.4%
Other values (32)	143	34.5%

None

Value	Count	Frequency (%)
é	45	18.3%
ä	40	16.3%
ô	35	14.2%
ò	28	11.4%
ö	19	7.7%
ó	14	5.7%
ı	14	5.7%
í	9	3.7%
á	4	1.6%
İ	4	1.6%
Other values (19)	34	13.8%

Punctuation

Value	Count	Frequency (%)
’	9	64.3%
…	3	21.4%
–	2	14.3%

Hiragana

Value	Count	Frequency (%)
つ	3	20.0%
は	3	20.0%
よ	3	20.0%
ら	3	20.0%
い	3	20.0%

Katakana

Value	Count	Frequency (%)
シ	3	25.0%
リ	3	25.0%
ー	3	25.0%
ズ	3	25.0%

CJK

Value	Count	Frequency (%)
男	3	100.0%

Hangul

Value	Count	Frequency (%)
식	2	20.0%
객	2	20.0%
시	2	20.0%
리	2	20.0%
즈	2	20.0%

id_genres
Categorical

HIGH CARDINALITY MISSING

Distinct	4064
Distinct (%)	9.5%
Missing	2384
Missing (%)	5.3%
Memory size	354.6 KiB

18.0	4998
35.0	3621
99.0	2713
18.0,10749.0	1301
35.0,18.0	1135
Other values (4059)	29224

Length

Max length	49
Median length	44
Mean length	10.806313
Min length	4

Characters and Unicode

Total characters	464585
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2364 ?
Unique (%)	5.5%

Sample

1st row	16.0,35.0,10751.0
2nd row	12.0,14.0,10751.0
3rd row	10749.0,35.0
4th row	35.0,18.0,10749.0
5th row	35.0

Common Values

Value	Count	Frequency (%)
18.0	4998	11.0%
35.0	3621	8.0%
99.0	2713	6.0%
18.0,10749.0	1301	2.9%
35.0,18.0	1135	2.5%
27.0	974	2.1%
35.0,10749.0	930	2.0%
35.0,18.0,10749.0	593	1.3%
18.0,35.0	532	1.2%
27.0,53.0	528	1.2%
Other values (4054)	25667	56.6%
(Missing)	2384	5.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
18.0	4998	11.6%
35.0	3621	8.4%
99.0	2713	6.3%
18.0,10749.0	1301	3.0%
35.0,18.0	1135	2.6%
27.0	974	2.3%
35.0,10749.0	930	2.2%
35.0,18.0,10749.0	593	1.4%
18.0,35.0	532	1.2%
27.0,53.0	528	1.2%
Other values (4054)	25667	59.7%

Most occurring characters

Value	Count	Frequency (%)
0	112514	24.2%
.	91036	19.6%
,	48044	10.3%
1	45571	9.8%
8	39700	8.5%
5	24891	5.4%
3	23239	5.0%
7	22731	4.9%
9	18660	4.0%
2	17677	3.8%
Other values (2)	20522	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	325505	70.1%
Other Punctuation	139080	29.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	112514	34.6%
1	45571	14.0%
8	39700	12.2%
5	24891	7.6%
3	23239	7.1%
7	22731	7.0%
9	18660	5.7%
2	17677	5.4%
4	13108	4.0%
6	7414	2.3%

Other Punctuation

Value	Count	Frequency (%)
.	91036	65.5%
,	48044	34.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	464585	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	112514	24.2%
.	91036	19.6%
,	48044	10.3%
1	45571	9.8%
8	39700	8.5%
5	24891	5.4%
3	23239	5.0%
7	22731	4.9%
9	18660	4.0%
2	17677	3.8%
Other values (2)	20522	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	464585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	112514	24.2%
.	91036	19.6%
,	48044	10.3%
1	45571	9.8%
8	39700	8.5%
5	24891	5.4%
3	23239	5.0%
7	22731	4.9%
9	18660	4.0%
2	17677	3.8%
Other values (2)	20522	4.4%

name_genres
Categorical

HIGH CARDINALITY MISSING

Distinct	4064
Distinct (%)	9.5%
Missing	2384
Missing (%)	5.3%
Memory size	354.6 KiB

Drama	4998
Comedy	3621
Documentary	2713
Drama,Romance	1301
Comedy,Drama	1135
Other values (4059)	29224

Length

Max length	73
Median length	59
Mean length	15.345506
Min length	3

Characters and Unicode

Total characters	659734
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2364 ?
Unique (%)	5.5%

Sample

1st row	Animation,Comedy,Family
2nd row	Adventure,Fantasy,Family
3rd row	Romance,Comedy
4th row	Comedy,Drama,Romance
5th row	Comedy

Common Values

Value	Count	Frequency (%)
Drama	4998	11.0%
Comedy	3621	8.0%
Documentary	2713	6.0%
Drama,Romance	1301	2.9%
Comedy,Drama	1135	2.5%
Horror	974	2.1%
Comedy,Romance	930	2.0%
Comedy,Drama,Romance	593	1.3%
Drama,Comedy	532	1.2%
Horror,Thriller	528	1.2%
Other values (4054)	25667	56.6%
(Missing)	2384	5.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
drama	4998	10.7%
comedy	3621	7.7%
documentary	2713	5.8%
fiction	1758	3.8%
drama,romance	1301	2.8%
comedy,drama	1135	2.4%
horror	974	2.1%
comedy,romance	930	2.0%
science	646	1.4%
comedy,drama,romance	593	1.3%
Other values (3740)	28131	60.1%

Most occurring characters

Value	Count	Frequency (%)
r	69070	10.5%
a	61813	9.4%
e	55766	8.5%
m	53095	8.0%
o	48525	7.4%
,	48044	7.3%
i	39656	6.0%
n	35664	5.4%
y	28508	4.3%
c	27970	4.2%
Other values (20)	191623	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	512272	77.6%
Uppercase Letter	95610	14.5%
Other Punctuation	48044	7.3%
Space Separator	3808	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	69070	13.5%
a	61813	12.1%
e	55766	10.9%
m	53095	10.4%
o	48525	9.5%
i	39656	7.7%
n	35664	7.0%
y	28508	5.6%
c	27970	5.5%
t	26197	5.1%
Other values (7)	66008	12.9%

Uppercase Letter

Value	Count	Frequency (%)
D	24176	25.3%
C	17486	18.3%
A	12018	12.6%
F	9744	10.2%
T	8385	8.8%
R	6733	7.0%
H	6067	6.3%
M	4828	5.0%
S	3042	3.2%
W	2365	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	48044	100.0%

Space Separator

Value	Count	Frequency (%)
	3808	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	607882	92.1%
Common	51852	7.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	69070	11.4%
a	61813	10.2%
e	55766	9.2%
m	53095	8.7%
o	48525	8.0%
i	39656	6.5%
n	35664	5.9%
y	28508	4.7%
c	27970	4.6%
t	26197	4.3%
Other values (18)	161618	26.6%

Common

Value	Count	Frequency (%)
,	48044	92.7%
	3808	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	659734	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	69070	10.5%
a	61813	9.4%
e	55766	8.5%
m	53095	8.0%
o	48525	7.4%
,	48044	7.3%
i	39656	6.0%
n	35664	5.4%
y	28508	4.3%
c	27970	4.2%
Other values (20)	191623	29.0%

id_production
Categorical

HIGH CARDINALITY MISSING

Distinct	22702
Distinct (%)	67.6%
Missing	11796
Missing (%)	26.0%
Memory size	354.6 KiB

8411.0	742
6194.0	540
4.0	505
306.0	439
33.0	320
Other values (22697)	31034

Length

Max length	198
Median length	180
Mean length	13.976534
Min length	3

Characters and Unicode

Total characters	469332
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20341 ?
Unique (%)	60.6%

Sample

1st row	3.0
2nd row	559.0,2550.0,10201.0
3rd row	6194.0,19464.0
4th row	306.0
5th row	5842.0,9195.0

Common Values

Value	Count	Frequency (%)
8411.0	742	1.6%
6194.0	540	1.2%
4.0	505	1.1%
306.0	439	1.0%
33.0	320	0.7%
6.0	247	0.5%
441.0	207	0.5%
5.0	146	0.3%
5120.0	145	0.3%
2.0	85	0.2%
Other values (22692)	30204	66.6%
(Missing)	11796	26.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8411.0	742	2.2%
6194.0	540	1.6%
4.0	505	1.5%
306.0	439	1.3%
33.0	320	1.0%
6.0	247	0.7%
441.0	207	0.6%
5.0	146	0.4%
5120.0	145	0.4%
2.0	85	0.3%
Other values (22692)	30204	89.9%

Most occurring characters

Value	Count	Frequency (%)
0	93776	20.0%
.	70530	15.0%
1	44353	9.5%
,	36950	7.9%
2	32511	6.9%
3	31287	6.7%
4	30198	6.4%
6	27897	5.9%
5	27632	5.9%
8	25668	5.5%
Other values (2)	48530	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	361852	77.1%
Other Punctuation	107480	22.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	93776	25.9%
1	44353	12.3%
2	32511	9.0%
3	31287	8.6%
4	30198	8.3%
6	27897	7.7%
5	27632	7.6%
8	25668	7.1%
7	24378	6.7%
9	24152	6.7%

Other Punctuation

Value	Count	Frequency (%)
.	70530	65.6%
,	36950	34.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	469332	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	93776	20.0%
.	70530	15.0%
1	44353	9.5%
,	36950	7.9%
2	32511	6.9%
3	31287	6.7%
4	30198	6.4%
6	27897	5.9%
5	27632	5.9%
8	25668	5.5%
Other values (2)	48530	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	469332	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	93776	20.0%
.	70530	15.0%
1	44353	9.5%
,	36950	7.9%
2	32511	6.9%
3	31287	6.7%
4	30198	6.4%
6	27897	5.9%
5	27632	5.9%
8	25668	5.5%
Other values (2)	48530	10.3%

name_production
Categorical

HIGH CARDINALITY MISSING

Distinct	22667
Distinct (%)	67.5%
Missing	11796
Missing (%)	26.0%
Memory size	354.6 KiB

Metro-Goldwyn-Mayer (MGM)	742
Warner Bros.	540
Paramount Pictures	505
Twentieth Century Fox Film Corporation	439
Universal Pictures	320
Other values (22662)	31034

Length

Max length	584
Median length	392
Mean length	40.393895
Min length	2

Characters and Unicode

Total characters	1356427
Distinct characters	294
Distinct categories	17 ?
Distinct scripts	6 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20300 ?
Unique (%)	60.5%

Sample

1st row	Pixar Animation Studios
2nd row	TriStar Pictures,Teitler Film,Interscope Communications
3rd row	Warner Bros.,Lancaster Gate
4th row	Twentieth Century Fox Film Corporation
5th row	Sandollar Productions,Touchstone Pictures

Common Values

Value	Count	Frequency (%)
Metro-Goldwyn-Mayer (MGM)	742	1.6%
Warner Bros.	540	1.2%
Paramount Pictures	505	1.1%
Twentieth Century Fox Film Corporation	439	1.0%
Universal Pictures	320	0.7%
RKO Radio Pictures	247	0.5%
Columbia Pictures Corporation	207	0.5%
Columbia Pictures	146	0.3%
Mosfilm	145	0.3%
Walt Disney Pictures	85	0.2%
Other values (22657)	30204	66.6%
(Missing)	11796	26.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
productions	5415	3.8%
film	5178	3.7%
pictures	4968	3.5%
films	4878	3.5%
entertainment	2576	1.8%
corporation	1396	1.0%
company	1138	0.8%
fox	1129	0.8%
de	1057	0.8%
paramount	1036	0.7%
Other values (35959)	111962	79.6%

Most occurring characters

Value	Count	Frequency (%)
	107160	7.9%
i	106938	7.9%
e	94644	7.0%
n	89969	6.6%
o	85292	6.3%
r	83547	6.2%
t	83433	6.2%
a	77143	5.7%
s	62667	4.6%
l	51264	3.8%
Other values (284)	514370	37.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	987018	72.8%
Uppercase Letter	198965	14.7%
Space Separator	107165	7.9%
Other Punctuation	45099	3.3%
Decimal Number	4347	0.3%
Dash Punctuation	4331	0.3%
Open Punctuation	4328	0.3%
Close Punctuation	4327	0.3%
Math Symbol	662	< 0.1%
Other Letter	140	< 0.1%
Other values (7)	45	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	106938	10.8%
e	94644	9.6%
n	89969	9.1%
o	85292	8.6%
r	83547	8.5%
t	83433	8.5%
a	77143	7.8%
s	62667	6.3%
l	51264	5.2%
m	44275	4.5%
Other values (102)	207846	21.1%

Other Letter

Value	Count	Frequency (%)
스	9	6.4%
트	8	5.7%
인	6	4.3%
주	5	3.6%
엔	5	3.6%
먼	5	3.6%
테	5	3.6%
터	5	3.6%
픽	4	2.9%
로	3	2.1%
Other values (62)	85	60.7%

Uppercase Letter

Value	Count	Frequency (%)
P	27880	14.0%
F	26362	13.2%
C	20585	10.3%
M	13361	6.7%
S	11911	6.0%
E	9746	4.9%
A	9547	4.8%
T	9356	4.7%
B	9001	4.5%
G	7811	3.9%
Other values (52)	53405	26.8%

Other Punctuation

Value	Count	Frequency (%)
,	37354	82.8%
.	5671	12.6%
&	764	1.7%
/	645	1.4%
'	451	1.0%
"	133	0.3%
!	36	0.1%
%	18	< 0.1%
:	9	< 0.1%
@	5	< 0.1%
Other values (6)	13	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	1034	23.8%
1	712	16.4%
0	641	14.7%
3	556	12.8%
4	481	11.1%
9	205	4.7%
6	195	4.5%
5	178	4.1%
8	173	4.0%
7	172	4.0%

Open Punctuation

Value	Count	Frequency (%)
(	4318	99.8%
[	9	0.2%
（	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	4317	99.8%
]	9	0.2%
）	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	107160	> 99.9%
	5	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4329	> 99.9%
–	2	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	661	99.8%
\|	1	0.2%

Other Symbol

Value	Count	Frequency (%)
°	23	92.0%
㈜	2	8.0%

Final Punctuation

Value	Count	Frequency (%)
’	3	50.0%
»	3	50.0%

Other Number

Value	Count	Frequency (%)
²	1	50.0%
½	1	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	3	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1185580	87.4%
Common	170302	12.6%
Cyrillic	373	< 0.1%
Hangul	115	< 0.1%
Greek	31	< 0.1%
Han	26	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	106938	9.0%
e	94644	8.0%
n	89969	7.6%
o	85292	7.2%
r	83547	7.0%
t	83433	7.0%
a	77143	6.5%
s	62667	5.3%
l	51264	4.3%
m	44275	3.7%
Other values (99)	406408	34.3%

Hangul

Value	Count	Frequency (%)
스	9	7.8%
트	8	7.0%
인	6	5.2%
주	5	4.3%
엔	5	4.3%
먼	5	4.3%
테	5	4.3%
터	5	4.3%
픽	4	3.5%
로	3	2.6%
Other values (43)	60	52.2%

Common

Value	Count	Frequency (%)
	107160	62.9%
,	37354	21.9%
.	5671	3.3%
-	4329	2.5%
(	4318	2.5%
)	4317	2.5%
2	1034	0.6%
&	764	0.4%
1	712	0.4%
+	661	0.4%
Other values (37)	3982	2.3%

Cyrillic

Value	Count	Frequency (%)
и	34	9.1%
о	28	7.5%
а	26	7.0%
л	22	5.9%
н	20	5.4%
м	19	5.1%
т	17	4.6%
е	16	4.3%
с	16	4.3%
ь	16	4.3%
Other values (36)	159	42.6%

Greek

Value	Count	Frequency (%)
ν	3	9.7%
ο	3	9.7%
Κ	2	6.5%
Ε	2	6.5%
λ	2	6.5%
τ	2	6.5%
η	2	6.5%
ρ	2	6.5%
ι	2	6.5%
έ	1	3.2%
Other values (10)	10	32.3%

Han

Value	Count	Frequency (%)
限	2	7.7%
有	2	7.7%
北	2	7.7%
京	2	7.7%
司	2	7.7%
影	2	7.7%
公	2	7.7%
安	1	3.8%
乐	1	3.8%
电	1	3.8%
Other values (9)	9	34.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1350197	99.5%
None	5711	0.4%
Cyrillic	373	< 0.1%
Hangul	113	< 0.1%
CJK	26	< 0.1%
Punctuation	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	107160	7.9%
i	106938	7.9%
e	94644	7.0%
n	89969	6.7%
o	85292	6.3%
r	83547	6.2%
t	83433	6.2%
a	77143	5.7%
s	62667	4.6%
l	51264	3.8%
Other values (77)	508140	37.6%

None

Value	Count	Frequency (%)
é	3176	55.6%
ó	416	7.3%
á	317	5.6%
í	173	3.0%
ü	154	2.7%
ñ	150	2.6%
ô	140	2.5%
ä	137	2.4%
è	136	2.4%
ö	132	2.3%
Other values (76)	780	13.7%

Cyrillic

Value	Count	Frequency (%)
и	34	9.1%
о	28	7.5%
а	26	7.0%
л	22	5.9%
н	20	5.4%
м	19	5.1%
т	17	4.6%
е	16	4.3%
с	16	4.3%
ь	16	4.3%
Other values (36)	159	42.6%

Hangul

Value	Count	Frequency (%)
스	9	8.0%
트	8	7.1%
인	6	5.3%
주	5	4.4%
엔	5	4.4%
먼	5	4.4%
테	5	4.4%
터	5	4.4%
픽	4	3.5%
로	3	2.7%
Other values (42)	58	51.3%

Punctuation

Value	Count	Frequency (%)
’	3	42.9%
–	2	28.6%
	1	14.3%
•	1	14.3%

CJK

Value	Count	Frequency (%)
限	2	7.7%
有	2	7.7%
北	2	7.7%
京	2	7.7%
司	2	7.7%
影	2	7.7%
公	2	7.7%
安	1	3.8%
乐	1	3.8%
电	1	3.8%
Other values (9)	9	34.6%

id_countrie
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	2388
Distinct (%)	6.1%
Missing	6211
Missing (%)	13.7%
Memory size	354.6 KiB

US	17846
GB	2235
FR	1653
JP	1356
IT	1029
Other values (2383)	15046

Length

Max length	74
Median length	2
Mean length	2.7846036
Min length	2

Characters and Unicode

Total characters	109059
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1764 ?
Unique (%)	4.5%

Sample

1st row	US
2nd row	US
3rd row	US
4th row	US
5th row	US

Common Values

Value	Count	Frequency (%)
US	17846	39.3%
GB	2235	4.9%
FR	1653	3.6%
JP	1356	3.0%
IT	1029	2.3%
CA	840	1.9%
DE	749	1.7%
IN	735	1.6%
RU	734	1.6%
GB,US	569	1.3%
Other values (2378)	11419	25.2%
(Missing)	6211	13.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
us	17846	45.6%
gb	2235	5.7%
fr	1653	4.2%
jp	1356	3.5%
it	1029	2.6%
ca	840	2.1%
de	749	1.9%
in	735	1.9%
ru	734	1.9%
gb,us	569	1.5%
Other values (2378)	11419	29.2%

Most occurring characters

Value	Count	Frequency (%)
S	23041	21.1%
U	23024	21.1%
,	10243	9.4%
R	6686	6.1%
B	4982	4.6%
E	4752	4.4%
G	4448	4.1%
F	4342	4.0%
I	4010	3.7%
A	3136	2.9%
Other values (17)	20395	18.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	98816	90.6%
Other Punctuation	10243	9.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	23041	23.3%
U	23024	23.3%
R	6686	6.8%
B	4982	5.0%
E	4752	4.8%
G	4448	4.5%
F	4342	4.4%
I	4010	4.1%
A	3136	3.2%
T	3007	3.0%
Other values (16)	17388	17.6%

Other Punctuation

Value	Count	Frequency (%)
,	10243	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	98816	90.6%
Common	10243	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	23041	23.3%
U	23024	23.3%
R	6686	6.8%
B	4982	5.0%
E	4752	4.8%
G	4448	4.5%
F	4342	4.4%
I	4010	4.1%
A	3136	3.2%
T	3007	3.0%
Other values (16)	17388	17.6%

Common

Value	Count	Frequency (%)
,	10243	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	109059	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	23041	21.1%
U	23024	21.1%
,	10243	9.4%
R	6686	6.1%
B	4982	4.6%
E	4752	4.4%
G	4448	4.1%
F	4342	4.0%
I	4010	3.7%
A	3136	2.9%
Other values (17)	20395	18.7%

name_countrie
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	2388
Distinct (%)	6.1%
Missing	6211
Missing (%)	13.7%
Memory size	354.6 KiB

United States of America	17846
United Kingdom	2235
France	1653
Japan	1356
Italy	1029
Other values (2383)	15046

Length

Max length	213
Median length	153
Mean length	18.785267
Min length	4

Characters and Unicode

Total characters	735725
Distinct characters	53
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1764 ?
Unique (%)	4.5%

Sample

1st row	United States of America
2nd row	United States of America
3rd row	United States of America
4th row	United States of America
5th row	United States of America

Common Values

Value	Count	Frequency (%)
United States of America	17846	39.3%
United Kingdom	2235	4.9%
France	1653	3.6%
Japan	1356	3.0%
Italy	1029	2.3%
Canada	840	1.9%
Germany	749	1.7%
India	735	1.6%
Russia	734	1.6%
United Kingdom,United States of America	569	1.3%
Other values (2378)	11419	25.2%
(Missing)	6211	13.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united	21501	19.8%
states	21148	19.5%
of	21147	19.5%
america	20329	18.7%
kingdom	2858	2.6%
france	1653	1.5%
japan	1356	1.2%
italy	1029	0.9%
kingdom,united	933	0.9%
canada	840	0.8%
Other values (2132)	15717	14.5%

Most occurring characters

Value	Count	Frequency (%)
e	80649	11.0%
t	72619	9.9%
a	70488	9.6%
	69346	9.4%
i	58548	8.0%
n	47495	6.5%
d	34545	4.7%
r	32490	4.4%
o	29580	4.0%
m	28704	3.9%
Other values (43)	211261	28.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	558562	75.9%
Uppercase Letter	97569	13.3%
Space Separator	69346	9.4%
Other Punctuation	10248	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	80649	14.4%
t	72619	13.0%
a	70488	12.6%
i	58548	10.5%
n	47495	8.5%
d	34545	6.2%
r	32490	5.8%
o	29580	5.3%
m	28704	5.1%
c	26371	4.7%
Other values (16)	77073	13.8%

Uppercase Letter

Value	Count	Frequency (%)
U	25367	26.0%
S	23836	24.4%
A	22389	22.9%
K	5218	5.3%
F	4334	4.4%
I	3585	3.7%
C	2594	2.7%
G	2473	2.5%
J	1664	1.7%
R	1307	1.3%
Other values (14)	4802	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	10243	> 99.9%
'	5	< 0.1%

Space Separator

Value	Count	Frequency (%)
	69346	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	656131	89.2%
Common	79594	10.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	80649	12.3%
t	72619	11.1%
a	70488	10.7%
i	58548	8.9%
n	47495	7.2%
d	34545	5.3%
r	32490	5.0%
o	29580	4.5%
m	28704	4.4%
c	26371	4.0%
Other values (40)	174642	26.6%

Common

Value	Count	Frequency (%)
	69346	87.1%
,	10243	12.9%
'	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	735725	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	80649	11.0%
t	72619	9.9%
a	70488	9.6%
	69346	9.4%
i	58548	8.0%
n	47495	6.5%
d	34545	4.7%
r	32490	4.4%
o	29580	4.0%
m	28704	3.9%
Other values (43)	211261	28.7%

id_language
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	1930
Distinct (%)	4.6%
Missing	3768
Missing (%)	8.3%
Memory size	354.6 KiB

en	22380
fr	1852
ja	1289
it	1217
es	901
Other values (1925)	13969

Length

Max length	56
Median length	2
Mean length	2.8411363
Min length	2

Characters and Unicode

Total characters	118214
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1366 ?
Unique (%)	3.3%

Sample

1st row	en
2nd row	en,fr
3rd row	en
4th row	en
5th row	en

Common Values

Value	Count	Frequency (%)
en	22380	49.3%
fr	1852	4.1%
ja	1289	2.8%
it	1217	2.7%
es	901	2.0%
ru	807	1.8%
de	761	1.7%
en,fr	681	1.5%
en,es	572	1.3%
hi	481	1.1%
Other values (1920)	10667	23.5%
(Missing)	3768	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
en	22380	53.8%
fr	1852	4.5%
ja	1289	3.1%
it	1217	2.9%
es	901	2.2%
ru	807	1.9%
de	761	1.8%
en,fr	681	1.6%
en,es	572	1.4%
hi	481	1.2%
Other values (1920)	10667	25.6%

Most occurring characters

Value	Count	Frequency (%)
e	34359	29.1%
n	29806	25.2%
,	11666	9.9%
r	6736	5.7%
f	4740	4.0%
t	3713	3.1%
i	3690	3.1%
s	3630	3.1%
d	2988	2.5%
a	2951	2.5%
Other values (17)	13935	11.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	106548	90.1%
Other Punctuation	11666	9.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	34359	32.2%
n	29806	28.0%
r	6736	6.3%
f	4740	4.4%
t	3713	3.5%
i	3690	3.5%
s	3630	3.4%
d	2988	2.8%
a	2951	2.8%
h	2354	2.2%
Other values (16)	11581	10.9%

Other Punctuation

Value	Count	Frequency (%)
,	11666	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	106548	90.1%
Common	11666	9.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	34359	32.2%
n	29806	28.0%
r	6736	6.3%
f	4740	4.4%
t	3713	3.5%
i	3690	3.5%
s	3630	3.4%
d	2988	2.8%
a	2951	2.8%
h	2354	2.2%
Other values (16)	11581	10.9%

Common

Value	Count	Frequency (%)
,	11666	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118214	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	34359	29.1%
n	29806	25.2%
,	11666	9.9%
r	6736	5.7%
f	4740	4.0%
t	3713	3.1%
i	3690	3.1%
s	3630	3.1%
d	2988	2.5%
a	2951	2.5%
Other values (17)	13935	11.8%

name_language
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	1841
Distinct (%)	4.4%
Missing	3891
Missing (%)	8.6%
Memory size	354.6 KiB

English	22380
Français	1852
日本語	1289
Italiano	1217
Español	901
Other values (1836)	13846

Length

Max length	153
Median length	7
Mean length	9.1166446
Min length	1

Characters and Unicode

Total characters	378204
Distinct characters	171
Distinct categories	8 ?
Distinct scripts	15 ?
Distinct blocks	16 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1293 ?
Unique (%)	3.1%

Sample

1st row	English
2nd row	English,Français
3rd row	English
4th row	English
5th row	English

Common Values

Value	Count	Frequency (%)
English	22380	49.3%
Français	1852	4.1%
日本語	1289	2.8%
Italiano	1217	2.7%
Español	901	2.0%
Pусский	807	1.8%
Deutsch	761	1.7%
English,Français	681	1.5%
English,Español	572	1.3%
हिन्दी	481	1.1%
Other values (1831)	10544	23.2%
(Missing)	3891	8.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	22461	52.4%
français	1859	4.3%
日本語	1290	3.0%
italiano	1219	2.8%
español	912	2.1%
pусский	813	1.9%
deutsch	765	1.8%
english,français	689	1.6%
english,español	576	1.3%
हिन्दी	489	1.1%
Other values (1730)	11825	27.6%

Most occurring characters

Value	Count	Frequency (%)
s	42270	11.2%
n	37462	9.9%
i	37109	9.8%
l	34631	9.2%
h	31459	8.3%
E	31198	8.2%
g	30413	8.0%
a	18946	5.0%
,	11666	3.1%
o	7053	1.9%
Other values (161)	95997	25.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	292028	77.2%
Uppercase Letter	46428	12.3%
Other Letter	22191	5.9%
Other Punctuation	12731	3.4%
Spacing Mark	1838	0.5%
Nonspacing Mark	1549	0.4%
Space Separator	1413	0.4%
Control	26	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	42270	14.5%
n	37462	12.8%
i	37109	12.7%
l	34631	11.9%
h	31459	10.8%
g	30413	10.4%
a	18946	6.5%
o	7053	2.4%
r	6128	2.1%
t	5977	2.0%
Other values (63)	40580	13.9%

Other Letter

Value	Count	Frequency (%)
日	1758	7.9%
本	1758	7.9%
語	1758	7.9%
话	1263	5.7%
州	946	4.3%
通	790	3.6%
普	790	3.6%
ह	707	3.2%
द	707	3.2%
न	707	3.2%
Other values (46)	11007	49.6%

Uppercase Letter

Value	Count	Frequency (%)
E	31198	67.2%
F	4196	9.0%
D	2926	6.3%
P	2677	5.8%
I	2366	5.1%
N	829	1.8%
L	505	1.1%
M	362	0.8%
T	308	0.7%
Č	284	0.6%
Other values (13)	777	1.7%

Spacing Mark

Value	Count	Frequency (%)
ि	707	38.5%
ी	707	38.5%
ు	136	7.4%
ி	111	6.0%
া	94	5.1%
ং	47	2.6%
ਾ	18	1.0%
ੀ	18	1.0%

Nonspacing Mark

Value	Count	Frequency (%)
्	707	45.6%
ִ	430	27.8%
ְ	215	13.9%
்	111	7.2%
ె	68	4.4%
ੰ	18	1.2%

Other Punctuation

Value	Count	Frequency (%)
,	11666	91.6%
/	1015	8.0%
?	50	0.4%

Space Separator

Value	Count	Frequency (%)
	1413	100.0%

Control

Value	Count	Frequency (%)
	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	326067	86.2%
Common	14170	3.7%
Han	10482	2.8%
Cyrillic	10454	2.8%
Devanagari	4242	1.1%
Arabic	3344	0.9%
Hangul	3252	0.9%
Hebrew	1720	0.5%
Greek	1704	0.5%
Thai	1232	0.3%
Other values (5)	1537	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	42270	13.0%
n	37462	11.5%
i	37109	11.4%
l	34631	10.6%
h	31459	9.6%
E	31198	9.6%
g	30413	9.3%
a	18946	5.8%
o	7053	2.2%
r	6128	1.9%
Other values (50)	49398	15.1%

Cyrillic

Value	Count	Frequency (%)
с	3211	30.7%
к	1734	16.6%
и	1679	16.1%
й	1615	15.4%
у	1564	15.0%
а	113	1.1%
р	87	0.8%
У	53	0.5%
ї	53	0.5%
н	53	0.5%
Other values (12)	292	2.8%

Arabic

Value	Count	Frequency (%)
ا	537	16.1%
ر	537	16.1%
ع	341	10.2%
ب	341	10.2%
ي	341	10.2%
ة	341	10.2%
ل	341	10.2%
ی	141	4.2%
ف	141	4.2%
س	141	4.2%
Other values (5)	142	4.2%

Han

Value	Count	Frequency (%)
日	1758	16.8%
本	1758	16.8%
語	1758	16.8%
话	1263	12.0%
州	946	9.0%
通	790	7.5%
普	790	7.5%
話	473	4.5%
廣	473	4.5%
广	473	4.5%

Hebrew

Value	Count	Frequency (%)
ִ	430	25.0%
ת	215	12.5%
י	215	12.5%
ר	215	12.5%
ְ	215	12.5%
ב	215	12.5%
ע	215	12.5%

Greek

Value	Count	Frequency (%)
λ	426	25.0%
ά	213	12.5%
κ	213	12.5%
ι	213	12.5%
ν	213	12.5%
ε	213	12.5%
η	213	12.5%

Georgian

Value	Count	Frequency (%)
ლ	33	14.3%
ა	33	14.3%
ი	33	14.3%
უ	33	14.3%
თ	33	14.3%
რ	33	14.3%
ქ	33	14.3%

Devanagari

Value	Count	Frequency (%)
ि	707	16.7%
ह	707	16.7%
ी	707	16.7%
द	707	16.7%
्	707	16.7%
न	707	16.7%

Hangul

Value	Count	Frequency (%)
국	542	16.7%
어	542	16.7%
한	542	16.7%
말	542	16.7%
조	542	16.7%
선	542	16.7%

Thai

Value	Count	Frequency (%)
า	352	28.6%
ท	176	14.3%
ย	176	14.3%
ไ	176	14.3%
ษ	176	14.3%
ภ	176	14.3%

Gurmukhi

Value	Count	Frequency (%)
ਾ	18	16.7%
ੀ	18	16.7%
ਬ	18	16.7%
ਜ	18	16.7%
ੰ	18	16.7%
ਪ	18	16.7%

Common

Value	Count	Frequency (%)
,	11666	82.3%
	1413	10.0%
/	1015	7.2%
?	50	0.4%
	26	0.2%

Telugu

Value	Count	Frequency (%)
ు	136	33.3%
గ	68	16.7%
ల	68	16.7%
ె	68	16.7%
త	68	16.7%

Tamil

Value	Count	Frequency (%)
த	111	20.0%
ி	111	20.0%
ழ	111	20.0%
்	111	20.0%
ம	111	20.0%

Bengali

Value	Count	Frequency (%)
া	94	40.0%
ল	47	20.0%
ং	47	20.0%
ব	47	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	331381	87.6%
CJK	10482	2.8%
Cyrillic	10454	2.8%
None	10434	2.8%
Devanagari	4242	1.1%
Arabic	3344	0.9%
Hangul	3252	0.9%
Hebrew	1720	0.5%
Thai	1232	0.3%
Tamil	555	0.1%
Other values (6)	1108	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	42270	12.8%
n	37462	11.3%
i	37109	11.2%
l	34631	10.5%
h	31459	9.5%
E	31198	9.4%
g	30413	9.2%
a	18946	5.7%
,	11666	3.5%
o	7053	2.1%
Other values (38)	49174	14.8%

None

Value	Count	Frequency (%)
ç	4441	42.6%
ñ	2412	23.1%
ê	591	5.7%
λ	426	4.1%
ý	284	2.7%
Č	284	2.7%
ü	247	2.4%
ά	213	2.0%
κ	213	2.0%
ι	213	2.0%
Other values (11)	1110	10.6%

Cyrillic

Value	Count	Frequency (%)
с	3211	30.7%
к	1734	16.6%
и	1679	16.1%
й	1615	15.4%
у	1564	15.0%
а	113	1.1%
р	87	0.8%
У	53	0.5%
ї	53	0.5%
н	53	0.5%
Other values (12)	292	2.8%

CJK

Value	Count	Frequency (%)
日	1758	16.8%
本	1758	16.8%
語	1758	16.8%
话	1263	12.0%
州	946	9.0%
通	790	7.5%
普	790	7.5%
話	473	4.5%
廣	473	4.5%
广	473	4.5%

Devanagari

Value	Count	Frequency (%)
ि	707	16.7%
ह	707	16.7%
ी	707	16.7%
द	707	16.7%
्	707	16.7%
न	707	16.7%

Hangul

Value	Count	Frequency (%)
국	542	16.7%
어	542	16.7%
한	542	16.7%
말	542	16.7%
조	542	16.7%
선	542	16.7%

Arabic

Value	Count	Frequency (%)
ا	537	16.1%
ر	537	16.1%
ع	341	10.2%
ب	341	10.2%
ي	341	10.2%
ة	341	10.2%
ل	341	10.2%
ی	141	4.2%
ف	141	4.2%
س	141	4.2%
Other values (5)	142	4.2%

Hebrew

Value	Count	Frequency (%)
ִ	430	25.0%
ת	215	12.5%
י	215	12.5%
ר	215	12.5%
ְ	215	12.5%
ב	215	12.5%
ע	215	12.5%

Thai

Value	Count	Frequency (%)
า	352	28.6%
ท	176	14.3%
ย	176	14.3%
ไ	176	14.3%
ษ	176	14.3%
ภ	176	14.3%

Telugu

Value	Count	Frequency (%)
ు	136	33.3%
గ	68	16.7%
ల	68	16.7%
ె	68	16.7%
త	68	16.7%

Tamil

Value	Count	Frequency (%)
த	111	20.0%
ி	111	20.0%
ழ	111	20.0%
்	111	20.0%
ம	111	20.0%

Bengali

Value	Count	Frequency (%)
া	94	40.0%
ল	47	20.0%
ং	47	20.0%
ব	47	20.0%

Latin Ext Additional

Value	Count	Frequency (%)
ế	61	50.0%
ệ	61	50.0%

Georgian

Value	Count	Frequency (%)
ლ	33	14.3%
ა	33	14.3%
ი	33	14.3%
უ	33	14.3%
თ	33	14.3%
რ	33	14.3%
ქ	33	14.3%

Gurmukhi

Value	Count	Frequency (%)
ਾ	18	16.7%
ੀ	18	16.7%
ਬ	18	16.7%
ਜ	18	16.7%
ੰ	18	16.7%
ਪ	18	16.7%

IPA Ext

Value	Count	Frequency (%)
ə	4	100.0%

Auto

Heatmap
Table

	Unnamed: 0	budget	id	popularity	revenue	runtime	vote_average	release_year	return	id_collection	original_language	status
Unnamed: 0	1.000	-0.256	0.619	-0.392	-0.305	-0.235	-0.155	0.336	-0.270	0.305	0.112	0.026
budget	-0.256	1.000	-0.255	0.463	0.644	0.227	0.072	0.141	0.775	-0.299	0.000	0.000
id	0.619	-0.255	1.000	-0.410	-0.278	-0.205	-0.149	0.392	-0.262	0.428	0.071	0.056
popularity	-0.392	0.463	-0.410	1.000	0.491	0.307	0.241	0.186	0.447	-0.347	0.000	0.000
revenue	-0.305	0.644	-0.278	0.491	1.000	0.254	0.127	0.104	0.853	-0.326	0.000	0.000
runtime	-0.235	0.227	-0.205	0.307	0.254	1.000	0.193	0.034	0.234	-0.135	0.111	0.000
vote_average	-0.155	0.072	-0.149	0.241	0.127	0.193	1.000	-0.009	0.120	-0.012	0.070	0.019
release_year	0.336	0.141	0.392	0.186	0.104	0.034	-0.009	1.000	0.087	0.040	0.144	0.028
return	-0.270	0.775	-0.262	0.447	0.853	0.234	0.120	0.087	1.000	-0.315	0.000	0.000
id_collection	0.305	-0.299	0.428	-0.347	-0.326	-0.135	-0.012	0.040	-0.315	1.000	0.150	0.000
original_language	0.112	0.000	0.071	0.000	0.000	0.111	0.070	0.144	0.000	0.150	1.000	0.000
status	0.026	0.000	0.056	0.000	0.000	0.000	0.019	0.028	0.000	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Unnamed: 0	budget	id	original_language	overview	popularity	release_date	revenue	runtime	status	tagline	title	vote_average	release_year	return	id_collection	name_collection	id_genres	name_genres	id_production	name_production	id_countrie	name_countrie	id_language	name_language
0	0	30000000.0	862	en	Led by Woody, Andy's toys live happily in his room until Andy's birthday brings Buzz Lightyear onto the scene. Afraid of losing his place in Andy's heart, Woody plots against Buzz. But when circumstances separate Buzz and Woody from their owner, the duo eventually learns to put aside their differences.	21.946943	1995-10-30	373554033.0	81.0	Released	NaN	Toy Story	7.7	1995	12.451801	10194.0	Toy Story Collection	16.0,35.0,10751.0	Animation,Comedy,Family	3.0	Pixar Animation Studios	US	United States of America	en	English
1	1	65000000.0	8844	en	When siblings Judy and Peter discover an enchanted board game that opens the door to a magical world, they unwittingly invite Alan -- an adult who's been trapped inside the game for 26 years -- into their living room. Alan's only hope for freedom is to finish the game, which proves risky as all three find themselves running from giant rhinoceroses, evil monkeys and other terrifying creatures.	17.015539	1995-12-15	262797249.0	104.0	Released	Roll the dice and unleash the excitement!	Jumanji	6.9	1995	4.043035	NaN	NaN	12.0,14.0,10751.0	Adventure,Fantasy,Family	559.0,2550.0,10201.0	TriStar Pictures,Teitler Film,Interscope Communications	US	United States of America	en,fr	English,Français
2	2	0.0	15602	en	A family wedding reignites the ancient feud between next-door neighbors and fishing buddies John and Max. Meanwhile, a sultry Italian divorcée opens a restaurant at the local bait shop, alarming the locals who worry she'll scare the fish away. But she's less interested in seafood than she is in cooking up a hot time with Max.	11.712900	1995-12-22	0.0	101.0	Released	Still Yelling. Still Fighting. Still Ready for Love.	Grumpier Old Men	6.5	1995	0.000000	119050.0	Grumpy Old Men Collection	10749.0,35.0	Romance,Comedy	6194.0,19464.0	Warner Bros.,Lancaster Gate	US	United States of America	en	English
3	3	16000000.0	31357	en	Cheated on, mistreated and stepped on, the women are holding their breath, waiting for the elusive "good man" to break a string of less-than-stellar lovers. Friends and confidants Vannah, Bernie, Glo and Robin talk it all out, determined to find a better way to breathe.	3.859495	1995-12-22	81452156.0	127.0	Released	Friends are the people who let you be yourself... and never let you forget it.	Waiting to Exhale	6.1	1995	5.090760	NaN	NaN	35.0,18.0,10749.0	Comedy,Drama,Romance	306.0	Twentieth Century Fox Film Corporation	US	United States of America	en	English
4	4	0.0	11862	en	Just when George Banks has recovered from his daughter's wedding, he receives the news that she's pregnant ... and that George's wife, Nina, is expecting too. He was planning on selling their home, but that's a plan that -- like George -- will have to change with the arrival of both a grandchild and a kid of his own.	8.387519	1995-02-10	76578911.0	106.0	Released	Just When His World Is Back To Normal... He's In For The Surprise Of His Life!	Father of the Bride Part II	5.7	1995	0.000000	96871.0	Father of the Bride Collection	35.0	Comedy	5842.0,9195.0	Sandollar Productions,Touchstone Pictures	US	United States of America	en	English
5	5	60000000.0	949	en	Obsessive master thief, Neil McCauley leads a top-notch crew on various insane heists throughout Los Angeles while a mentally unstable detective, Vincent Hanna pursues him without rest. Each man recognizes and respects the ability and the dedication of the other even though they are aware their cat-and-mouse game may end in violence.	17.924927	1995-12-15	187436818.0	170.0	Released	A Los Angeles Crime Saga	Heat	7.7	1995	3.123947	NaN	NaN	28.0,80.0,18.0,53.0	Action,Crime,Drama,Thriller	508.0,675.0,6194.0	Regency Enterprises,Forward Pass,Warner Bros.	US	United States of America	en,es	English,Español
6	6	58000000.0	11860	en	An ugly duckling having undergone a remarkable change, still harbors feelings for her crush: a carefree playboy, but not before his business-focused brother has something to say about it.	6.677277	1995-12-15	0.0	127.0	Released	You are cordially invited to the most surprising merger of the year.	Sabrina	6.2	1995	0.000000	NaN	NaN	35.0,10749.0	Comedy,Romance	4.0,258.0,932.0,5842.0,14941.0,55873.0,58079.0	Paramount Pictures,Scott Rudin Productions,Mirage Enterprises,Sandollar Productions,Constellation Entertainment,Worldwide,Mont Blanc Entertainment GmbH	DE,US	Germany,United States of America	fr,en	Français,English
7	7	0.0	45325	en	A mischievous young boy, Tom Sawyer, witnesses a murder by the deadly Injun Joe. Tom becomes friends with Huckleberry Finn, a boy with no future and no family. Tom has to choose between honoring a friendship or honoring an oath because the town alcoholic is accused of the murder. Tom and Huck go through several adventures trying to retrieve evidence.	2.561161	1995-12-22	0.0	97.0	Released	The Original Bad Boys.	Tom and Huck	5.4	1995	0.000000	NaN	NaN	28.0,12.0,18.0,10751.0	Action,Adventure,Drama,Family	2.0	Walt Disney Pictures	US	United States of America	en,de	English,Deutsch
8	8	35000000.0	9091	en	International action superstar Jean Claude Van Damme teams with Powers Boothe in a Tension-packed, suspense thriller, set against the back-drop of a Stanley Cup game.Van Damme portrays a father whose daughter is suddenly taken during a championship hockey game. With the captors demanding a billion dollars by game's end, Van Damme frantically sets a plan in motion to rescue his daughter and abort an impending explosion before the final buzzer...	5.231580	1995-12-22	64350171.0	106.0	Released	Terror goes into overtime.	Sudden Death	5.5	1995	1.838576	NaN	NaN	28.0,12.0,53.0	Action,Adventure,Thriller	33.0,21437.0,23770.0	Universal Pictures,Imperial Entertainment,Signature Entertainment	US	United States of America	en	English
9	9	58000000.0	710	en	James Bond must unmask the mysterious head of the Janus Syndicate and prevent the leader from utilizing the GoldenEye weapons system to inflict devastating revenge on Britain.	14.686036	1995-11-16	352194034.0	130.0	Released	No limits. No fears. No substitutes.	GoldenEye	6.6	1995	6.072311	645.0	James Bond Collection	12.0,28.0,53.0	Adventure,Action,Thriller	60.0,7576.0	United Artists,Eon Productions	GB,US	United Kingdom,United States of America	en,ru,es	English,Pусский,Español

	Unnamed: 0	id	original_language	overview	popularity	release_date	runtime	status	tagline	title	vote_average	release_year	id_collection	name_collection	id_genres	name_genres	id_production	name_production	id_countrie	name_countrie	id_language	name_language
45366	45366	67179	it	Sentenced to life imprisonment for illegal activities, Italian International member Giulio Manieri holds on to his political ideals while struggling against madness in the loneliness of his prison cell.	0.225051	1972-01-01	90.0	Released	NaN	St. Michael Had a Rooster	6.0	1972	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	it	Italiano
45367	45367	84419	en	An unsuccessful sculptor saves a madman named "The Creeper" from drowning. Seeing an opportunity for revenge, he tricks the psycho into murdering his critics.	0.222814	1946-03-29	65.0	Released	Meet...The CREEPER!	House of Horrors	6.3	1946	NaN	NaN	27.0,9648.0,53.0	Horror,Mystery,Thriller	33.0	Universal Pictures	US	United States of America	en	English
45368	45368	390959	en	In this true-crime documentary, we delve into the murder spree that was the inspiration for Joe Berlinger's "Book of Shadows: Blair Witch 2".	0.076061	2000-10-22	45.0	Released	NaN	Shadow of the Blair Witch	7.0	2000	NaN	NaN	9648.0,27.0	Mystery,Horror	NaN	NaN	NaN	NaN	en	English
45369	45369	289923	en	A film archivist revisits the story of Rustin Parr, a hermit thought to have murdered seven children while under the possession of the Blair Witch.	0.386450	2000-10-03	30.0	Released	Do you know what happened 50 years before "The Blair Witch Project"?	The Burkittsville 7	7.0	2000	NaN	NaN	27.0	Horror	27570.0,27571.0	Neptune Salad Entertainment,Pirie Productions	US	United States of America	en	English
45370	45370	222848	en	It's the year 3000 AD. The world's most dangerous women are banished to a remote asteroid 45 million light years from earth. Kira Murphy doesn't belong; wrongfully accused of a crime she did not commit, she's thrown in this interplanetary prison and left to her own defenses. But Kira's a fighter, and soon she finds herself in the middle of a female gang war; where everyone wants a piece of the action... and a piece of her! "Caged Heat 3000" takes the Women-in-Prison genre to a whole new level... and a whole new galaxy!	0.661558	1995-01-01	85.0	Released	NaN	Caged Heat 3000	3.5	1995	NaN	NaN	878.0	Science Fiction	4688.0	Concorde-New Horizons	US	United States of America	en	English
45371	45371	30840	en	Yet another version of the classic epic, with enough variation to make it interesting. The story is the same, but some of the characters are quite different from the usual, in particular Uma Thurman's very special maid Marian. The photography is also great, giving the story a somewhat darker tone.	5.683753	1991-05-13	104.0	Released	NaN	Robin Hood	5.7	1991	NaN	NaN	18.0,28.0,10749.0	Drama,Action,Romance	7025.0,10163.0,16323.0,38978.0	Westdeutscher Rundfunk (WDR),Working Title Films,20th Century Fox Television,CanWest Global Communications	CA,DE,GB,US	Canada,Germany,United Kingdom,United States of America	en	English
45372	45372	111109	tl	An artist struggles to finish his work while a storyline about a cult plays in his head.	0.178241	2011-11-17	360.0	Released	NaN	Century of Birthing	9.0	2011	NaN	NaN	18.0	Drama	19653.0	Sine Olivia	PH	Philippines	tl	NaN
45373	45373	67758	en	When one of her hits goes wrong, a professional assassin ends up with a suitcase full of a million dollars belonging to a mob boss ...	0.903007	2003-08-01	90.0	Released	A deadly game of wits.	Betrayal	3.8	2003	NaN	NaN	28.0,18.0,53.0	Action,Drama,Thriller	6165.0	American World Pictures	US	United States of America	en	English
45374	45374	227506	en	In a small town live two brothers, one a minister and the other one a hunchback painter of the chapel who lives with his wife. One dreadful and stormy night, a stranger knocks at the door asking for shelter. The stranger talks about all the good things of the earthly life the minister is missing because of his puritanical faith. The minister comes to accept the stranger's viewpoint but it is others who will pay the consequences because the minister will discover the human pleasures thanks to, ehem, his sister- in -law… The tormented minister and his cuckolded brother will die in a strange accident in the chapel and later an infant will be born from the minister's adulterous relationship.	0.003503	1917-10-21	87.0	Released	NaN	Satan Triumphant	0.0	1917	NaN	NaN	NaN	NaN	88753.0	Yermoliev	RU	Russia	NaN	NaN
45375	45375	461257	en	50 years after decriminalisation of homosexuality in the UK, director Daisy Asquith mines the jewels of the BFI archive to take us into the relationships, desires, fears and expressions of gay men and women in the 20th century.	0.163015	2017-06-09	75.0	Released	NaN	Queerama	0.0	2017	NaN	NaN	NaN	NaN	NaN	NaN	GB	United Kingdom	en	English

Overview

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Greek

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Cyrillic

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Tamil

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Thai

CJK

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